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How to List Publications on a Resume With Examples

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When to list publications on a resume

How to list publications on a resume, types of publications to add to a resume, examples of publications on a resume.

Having one or more published works listed on your resume can help you stand out as an applicant to a job or graduate program. Listing your publications on a resume also provides employers with proof of your writing and research skills which can help to highlight your qualifications. This article explains how to modify your resume format to include relevant publications and when to enhance your resume with published material.

The common situations where a list of publications can be most helpful to your resume include:

Academic resumes

Publications can be an important part of a resume when applying for colleges, graduate programs or jobs in academic research. Your publications show the admissions or hiring board the type of research you have done and that you have experience in writing academic content.

Scientific resumes

When applying for a position in a scientific field, you should include any scientific writing that you have published. This shows familiarity with the scientific process and the specific style of writing required in many academic fields. It can also show your interests and indicate productive lab or research projects.

Resumes for a relevant industry

If you have writing in a publication that is specific to the industry of a job you are applying for, consider including it on your resume. Publishing work in a trade journal can display your technical knowledge of a particular field.

Notable publications

Publications that are well-known in your community or on a national level can make your application more prestigious. Many companies are interested in employees who will bring a positive reputation, making candidates that have work in an established journal or newspaper more attractive.

Before listing publications on your resume, consider whether they are relevant to your job application. Resumes have a limited amount of space to leave the best impression on an employer, so it is important to only include publications that support your application.

These steps will help you add publications to your resume:

1. First, create a separate section

Just as most resumes have a section for experience and education, include a separate section with the heading ‘Publications.’ If you are writing an academic resume, consider listing the publications near the top of your resume. For professional resumes where your publications are not the focus of your work, include this section near the bottom of the page.

2. Second, summarize or create a list

You can either list your publications as bullet points or write a short summary of where you have published writing and what topics you have published. Lists are generally more appropriate when you have several specific items you would like to include, while a summary allows you to talk more generally about your writing.

3. Third, format consistently 

If you are listing multiple publications, make sure that you use the same format for each item. There are no specific guidelines for how to cite publications on a resume, but be sure to include your name and the names of any co-authors, the title, the place it was published and the date of publication. This makes your resume more readable and will help employers find your writing.

4. Finally, follow industry rules 

When including publications on an academic or scientific resume, you might consider using the formatting rules of a particular field such as APA or MLA. This demonstrates your knowledge of the industry. If you choose to use a specific citation format, check your work to avoid any mistakes.

Once you have decided that sharing your publications will contribute positively to your resume, you can easily modify your resume to include them. Depending on how many publications you have and the purpose of your resume, you can decide on a variety of different formats. Regardless of the type of publications you are listing, they should be relevant and organized.

Common types of publications that can be added to a resume are:

• Academic journals
• Trade publications
• Online articles

There are many types of publications that are useful to include on a resume. Any of your published writing can be listed, but content that is not peer-reviewed such as a personal blog should be professional quality. You should remember that employers or application boards will likely read one or more of your publications after reading your application.

Use these examples as a model for including publications on your resume:

List format publication section example:

Relevant Publications

• Kafer, Julien. ‘Microbiology and medicine.’ Undergraduate Biology Journal.   Volume 15: pages 23-30. 2018.
• Kafer, Julien and Walker, Marcella. ‘Native fungi of Colorado.’ Denver Nature Journal. Volume 3: pages 5-8. 2019.

Summary format publication section example:

Publications

During my college education, I made several contributions to Modern Business Magazine about the use of innovative marketing techniques online. After my first article, published in 2016, I began writing a quarterly column for Modern Business Magazine that highlighted unique marketing projects in an informative and entertaining way.

When adding publications to your resume, include a separate header, decide on a format and organize list items clearly by date or title.

How to List Publications on a Resume: A Guide for Researchers

In This Guide:

What kind of publications can you include on your resume, should i include publications on my resume, how do you list publications on a resume, publications not yet published, how to put publications on your resume: takeaways.

You have written publications, but you don’t know whether and how to list them in your resume?

Don’t worry, you are not alone.

Publications on a resume are not among the most famous sections to include.

It’s crucial to list them in an organized manner and present them according to their relevance and significance regarding the position.

Even if you are not an Academic or a Scientist, you may have suitable writing work. Including these articles could help you to be noticed among the other participants.

Stay with us, and you will learn how to include your publications on a resume and prepare for a job interview using this guide for prospective Ph.D. students.

What is more, you could build your own unique resume using our resume builder .

What are publications on a resume?

Publications, also called academic publishing, distribute academic research and scholarship. Most of this work is published in academic journal articles, books or thesis’ form. Most scientific and scholarly journals, and many academic and scholarly books, though not all, are based on some form of peer review or editorial refereeing to qualify texts for publication.

What counts as a publication?

Is a website considered a publication?

It depends.

If you are a Marketer, Copywriter, or similar, you could include website articles, even if they are not peer-reviewed.

However, when you are applying to a strictly academic position, be cautious to only include publications and articles that are in industry journal publications and trade association websites.

What counts as a peer-reviewed publication?

A peer-reviewed publication is also sometimes referred to as a scholarly publication. Peer-reviewed publications are articles, scholarly works, researches, or ideas written by experts and reviewed by several other experts in the field before published in the journal in order to ensure their quality.

Do blog posts count as publications?

Avoid listing blog posts published in magazines or nonscientific publications. If your thesis was not published in a journal, better list it in the “Education” section of your CV.

The simple answer is that if you have publications that are related to your job application, you should include them on your resume to allow the Hiring Manager to see your work first hand.

Of course, when the type of publication is not suitable or relevant to the vacancy or the subject matter does not have any relation to the position, leave it off. You can include many more suitable things in your resume.

Sometimes it is not appropriate to cite publications in a resume If you do not have a number of publications that warrant its own section. Then you can include the publications in other sections of the resume.

Step by step:

• Cite publications in resumes with either MLA or APA style.

Choose a style for your citations and follow it through all of your publications. You can use MLA or APA style.

Good to know is that humanities fields such as philosophy, history, and language often follow MLA style, while science and engineering fields typically follow APA style.

MLA format:

[LAST NAME], [FIRST INITIAL]. “[ARTICLE TITLE].” [JOURNAL NAME] [VOLUME NUMBER].[YEAR] ISSUE NUMBER: [PAGES]

APA format:

[LAST NAME], [FIRST INITIAL]. [ARTICLE TITLE]. [JOURNAL NAME] [VOLUME NUMBER] ([ISSUE NUMBER]) [PAGES]. [YEAR]

• List peer-reviewed publications first.

To gain more credibility for your publications in the eyes of the Hiring Manager, be sure to list your peer-publications first. It is better if the publications you include for an academic position are all peer-reviewed, however it’s not absolutely necessary.

• Show books first, then book chapters.

When you write your publications, first include the name of the book, article, or magazine, and after the chapter or the pages, you have written.

• Create a list of publications by year

Start with your most recent publication, and list the rest in descending order until you get to the first work you had published.

• Include the date for each publication

Don’t forget to include the date for each publication. It’s important for the Recruiter because it would be easier to find your publication.

• Write author names first, then title and publication.

Write first all of the names of the authors. Then include the title of the publication. It’s not a problem if there is more than one author, you can separate them with “and”.

• List other non-peer-reviewed publications last.

We said that it’s best if all of your publications are peer-reviewed. However, if you have non-peer-reviewed articles, you could also include them, but leave them last.

• Last, add information about volume and issue.

You have written the authors, the title, and the year of the publication. After that add what are the volume and the issue of your article.

After following these rules, you are ready.

Where to put publications on my resume:

• In education section

If you don’t have peer-reviewed publications or your articles are listed in magazines or nonscientific publications, it’s better to include them in your education section.

What is more, if you only have one publication, you should also list it under your Education. There is no need to make a separate section for only one article.

• In a separate section

When you have more than one peer-reviewed publication, you could make a separate section in your resume called “Publications”. There you could easily follow the step-by-step guide we made earlier in the article.

Examples of Listing Publications on CVs & Resumes

• Example 1 – list this as a sentence/paragraph

Kafer, Julien. ‘Microbiology and medicine.’ Undergraduate Biology Journal. Volume 15: pages 32-46. 2020. Kafer, Julien and Johnson, Marcella. ‘Native fungi of Colorado.’ Denver Nature Journal. Volume 3: pages 7-9. 2017.

If needed, you can add a sentence or two to go into specifics like the example above.

Example of researcher resume

In Enhancv there are thousands of different resume examples you can see.

Now, we are on the topic of how to list publications, however, it’s not an absolute necessity to have peer-viewed articles for you to stand out in the crowd.

Here you can see our guide on how to make an incredible Researcher resume , that would definitely get you the job.

In cases where publications are in the process of being printed, but not yet available, list these as “in press”. This of course, if the article is relevant to the position you are applying for.

You could also follow the steps we gave you above.

While it is tempting to include every achievement in your life, it is important to maintain focus. Only include research and publications that demonstrate skills or show experience relevant to the position.

Your research and publications can help the Hiring Manager to identify you as a recognized expert in your field. That can only help you get the perfect job.

In this article, we gave you tips on how to list publications on a resume.

Here are the takeaways:

• If you have peer-reviewed publications include them in a separate section;
• If you have only one article, list it under the Education section;
• List publications with either MLA or APA style in your resume;
• List publications that are not published yet by writing “in press”.

*** What are your thoughts? Did you list your publications on your resume? Give us a shout-out in the comments below. We’d love to hear from you!

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How to List Publications on a Resume

Whether you’re applying for a job in academia or just want to show off your research skills or expertise, here’s how to format publications on a resume or CV.

a year ago   •   4 min read

If you work in a writing or research-heavy field, you’re undoubtedly familiar with “ publish or perish .” Publications can help establish credibility, demonstrate expertise in your field, and show your research skills firsthand. But once you’ve done that, what comes next?

If you’re looking for a new job — or even considering one — the answer is, “add those publications to your resume or CV.” In this article, we’ll cover exactly how to do that, including:

• Where to put publications on your resume
• What publications to include
• The correct citation format to use
• Tips for highlighting specific contributions and accomplishments

Common mistakes to avoid

• The difference between a resume and CV (and how to list publications on each)

How to list publications on a resume

• Choose where to list your publications. Depending on how many publications you want to list, publications  should be listed either in a dedicated Publications section or in a subheading within your Education section .
• Choose a format (more on this below) and use it consistently. Don’t switch between citation formats, even if they’re both correct. Consistency in citation format makes it easier for employers to read and compare publications and shows attention to detail and professionalism.
• List your publications in reverse-chronological order, with the most recent at the top.
• Cite the names of any authors in the order listed on the publication.
• Enter the name of the article, chapter, or book.
• Include the name of the journal, website, or conference where it was published.
• Add the date of publication.

How to list publications on a CV

• Create a section toward the end of your CV (after your education and professional accomplishments ).
• Give it a clear heading like “Publications.”
• Choose a citation style and use it consistently — generally either MLA or APA. List any relevant publications in reverse-chronological order, with your most recent publication at the top.
• Omit any publications that aren’t relevant (i.e. publications that are unrelated to the position you’re applying for or that have since become obsolete).

Examples of how to put publications on a resume

In your education section.

Your Education section is the best place to list publications if:

• You’re running low on space
• You only want to list one or two significant publications
• Your Education section is at the top of your resume (this is usually the case if you’re a current student, recent graduate, or career changer )

Here’s what it should look like:

In your Publications section

You should list publications in a dedicated Publications section if:

• You’re applying for a job where publications are expected and you want to make sure they stand out
• You’re using a CV instead of a resume
• You’re listing multiple publications

If you’re not sure if you’ve listed your publications correctly on your resume or CV, upload it to the tool below — it will provide feedback on whether you have chosen the appropriate section and format for presenting your publications.

The correct citation format for publications on a resume or CV

You should list publications on a resume or CV in either MLA or APA style .

• If the job description or application instructions specify a preference for a specific citation style, use that.
• If no preference is specified, either style is acceptable.
• Only use one style or the other. Never use a mix of both.

If you choose to use MLA style, use the following format:

[Last name], [First name] and [First name] [Last name]. "[Article title]." [Journal name] , [Volume number], [Issue number], [Year], [Pages]

For example:

If you choose to use APA style, use the following format:

[Last name], [First initial]. ([Year]). [Article title] . [ Journal name ], [Volume number] ([Issue number]), [Pages].

Tips for adding publications to a resume or CV

Which publications should you include on a resume or cv.

The short answer is: Anything you’ve published that’s relevant to the job you’re applying for.

The long answer is that resume-worthy publications can include:

• Any work you’ve published or are about to publish
• Peer-reviewed publications
• Academic books or book chapters
• Research papers
• Scholarly articles
• Conference papers
• Trade presentations
• Publications in an industry journal
• Newspaper or magazine articles
• Online publications

How to highlight your contributions

Don’t just expect your publications to speak for themselves. Actively highlight your contributions by:

• Indicating your role in the project
• Emphasizing your authorship position, e.g. creating a separate section for first author publications or bolding your name in the author list
• Including related accomplishments in your Work Experience section
• Listing any awards or honors related to your publications
• Including talks, presentations , or media coverage

DON’T include publications that aren’t directly relevant, especially if you’re applying for jobs outside academia.

DON’T forget to update your Publications section when you update your resume or CV. Check your citation metrics, add new publications, and remove old ones as they become outdated.

DON’T underestimate the value of collaborative projects. Even if your name is further down the list of authors, you can still list it (especially on an academic CV) along with accomplishments relating to that project.

DON’T skip the ethical considerations. Make sure you properly credit all authors (including sticking to the official order of authorship), avoid plagiarism, and adhere to the policies of the journal or publisher.

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Publications on the Resume

How to include your academic and professional publications.

Certified Professional Resume Writer

Listing publications on your resume can give you the competitive edge you need in the job market. Publications demonstrate your  expertise and commitment  to your field to potential employers.

By including them, you not only highlight your experience but also showcase your ability to conduct research, contribute to the advancement of knowledge, and communicate your findings effectively.

For professionals in academia, publications are especially crucial, as they exemplify your scholarly achievements and research impact.

In this article,  you’ll learn :

• The different kinds of publications you should include in your resume
• How to list publications on your resume for impact
• What elements to consider when listing publications

Let’s get started!

What Kind of Publications Can You Include in Your Resume?

You can feature  different types  of publications on your resume, ranging from those with a broad readership, such as blog posts, to more specialized pieces, such as academic or scientific publications:

• Press publications  or citations
• Books and e-books
• Industry journal publications
• Trade association magazines
• Science articles
• Research publications
• Other academic publications

While blogs can be a valuable asset, you should carefully  evaluate if your blog content is relevant  to the position you’re applying for. It’s also equally important to ensure you don’t include any content that contains errors or incorrect information.

Any publications cited on a resume should always be relevant and accurate.

A curious hiring manager is very likely to examine the publications you listed on your resume. Recruiters typically pay attention to your writing style, the topics you address, and the strength of the arguments you present to better assess your suitability for the role.

Use our step-by-step  online resume builder  for additional tips and guidance. Craft a powerful resume that includes your publications and gets you the job you’re looking for.

Key Elements to Consider when Adding Publications to Your Resume

When it comes to listing publications on your resume, it’s important to consider the industry and the job you are applying for.

Typically, professionals in academia, public relations, and marketing include publications in their resumes. However, these are particularly important for scientists too.

To make a strong impact, ensure you  take the following elements into consideration :

• Relevance : Prioritize the publications that are most relevant to the position you are applying for. This could include research papers, articles, or books that demonstrate your expertise in the field.
• Chronological order : List your publications in reverse chronological order, with the most recent ones first. This allows employers to see your most recent work and track the progression of your career.
• Thorough citations : Include complete and accurate citations for each publication, including the title, authors, publication name, date, and any relevant page numbers. This helps prospective employers verify your work and provides them with additional context.
• Context : For each publication, briefly describe its significance or impact. Explain any awards or recognition it has received, and highlight how it relates to the job you are applying for. This will help employers understand the value and relevance of your work.
• Formatting : Maintain a consistent format for all your publications. Use the same citation style throughout and ensure that the formatting is clean and professional.

Remember, the  goal is to display your expertise  and demonstrate your ability to contribute to the company or organization. Organizing and presenting your publications effectively is essential to make a strong impression on prospective employers.

How to list publications on a resume

If you have printed work that you want to include, there are several ways of  documenting  publications on a resume  to pick the curiosity of hiring managers.

Take a look:

Structure for Written Publications

• Author’s last name, author’s first and middle names or initials Title of article/chapter + name of journal/magazine/website etc.
• Year of publication Publishers or issue number + volume number + (if applicable) page numbers Remember to include the URL if the publication is online.

Structure for Presentations/Conferences

• Role e.g. presenter; panelist; keynote speaker.
• Title/topic discussed.
• Forum/conference name.
• Date and location.

Publication Categories on Your Resume

Categorizing your publications on your resume is an  effective way to organize  and present your resume in a clear and structured manner. Grouping your publications into specific categories helps you emphasize different aspects of your research and showcase your experience in various areas.

Find below several  publication categories  you should consider:

• Research papers : Shows your talent to conduct rigorous research and contribute to the academic community.
• Conferences : Features your ability to disseminate your findings and engage with peers in your field.
• Authored or co-authored books : Highlights your involvement in longer-form academic or professional publications.
• Journal articles and magazine features : Ideal to demonstrate your ability to communicate complex ideas to a broader audience.
• Technical reports and whitepapers : Showcases your capacity to effectively communicate technical information and expertise.

Remember to tailor these categories to align with the job application and the skills required for the position.

By categorizing your publications, you can provide prospective employers with a clear overview of your research and accomplishments in a way that is easy to navigate and understand.

Where to Put Publications on Your Resume

When it comes to including publications on your resume, there are  a few options for placement  depending on your preference and the structure of your resume:

• Create a separate publications section:  If publications are a significant part of your academic or professional profile, it may be advantageous to create a separate section specifically for your publications. This allows you to place your research and accomplishments prominently. Add this section after your education or experience section, depending on its significance.
• Include publications within relevant sections:  You can also integrate your publications within relevant sections of your resume. For example, if you have published research papers related to a particular job application, include those publications within the relevant education or experience section.
• Placement within education section:  To highlight your research and academic achievements, include these under the corresponding degree or program within the education section.
• Placement within experience section:  If your publications are closely tied to specific professional experiences, you can include them within the corresponding work experience entry. Recruiters will be impressed by your ability to apply your research and contribute to your field in a practical setting.

When deciding whether to create a separate section or integrate publications within other resume sections, consider the significance of your publications to the position you are applying for.

If your publications are highly relevant and demonstrate your expertise in the field, a separate section can help make a strong impact.

However, if your publications are not the primary focus or if they are closely tied to specific experiences or educational achievements, integrating them within the relevant sections can be very effective without cluttering your resume.

Ultimately, the goal is to make your publications easily accessible and highlight their relevance to potential employers. Think about the overall structure and flow of your resume to determine the most suitable placement option for your publications.

Unpublished Works

Including unpublished works on your resume requires careful consideration to accurately represent your ongoing research and achievements.

Here are some  tips to present your unpublished works  effectively:

• “In Press” status : If you have works that are currently in the process of being published but are not yet available, list them as “in press” on your resume. Include as much information as possible, such as author names, the type of publication, name of the publication, and any known issue or volume numbers.
• Avoid unapproved publication s: Under no circumstances should you include publications on your resume that have not been approved or accepted for publishing. Only include works that have gone through the necessary review and acceptance process, as this reflects your credibility and ensures you are not misleading potential employers.

You can accurately represent your unpublished works and maintain professional integrity on your resume by adhering to these guidelines.

It is crucial to provide comprehensive and accurate information about the status of your works, enabling employers to assess your potential contributions to their organization.

If you’re still unsure as to whether you  should include publications on a resume , it may be useful to review the different  resume templates  to see if a publications section is ideal in your career situation.

How to List Publications on a CV

Academic positions often require a thorough evaluation of an applicant’s research experience and scholarly activities. Hiring committees and academic institutions need to assess an individual’s track record of research, publications, and contributions to their field.

A CV  allows applicants to present a detailed overview  of their academic accomplishments, such as the publication of research articles in peer-reviewed journals, conference presentations, and other research-related activities.

Establish a separate section on your CV  specifically for your publications. Place this section  after your experience and education sections  and choose only one citation style.

Below are examples of publication citations in  different styles :

• APA Style :

Smith, J., & Johnson, A. (2022). The Importance of Teamwork in Project Management. Journal of Project Management, 15(3), 45-60.

• MLA Style :

Smith, John, and Amanda Johnson. “The Importance of Teamwork in Project Management.” Journal of Project Management 15.3 (2022): 45-60.

• Chicago Style :

Smith, John, and Amanda Johnson. “The Importance of Teamwork in Project Management.” Journal of Project Management 15, no. 3 (2022): 45-60.

Publication Format Examples

The examples in this section cover different categories, including keynote speaker appearances, written publications, and digital publications, providing you with a clear understanding of how to feature your publications.

Use these samples as a guide to highlight your research contributions and expertise effectively:

• Keynote Speaker Appearances :

Smith, J. (2022). “Emerging Trends in Artificial Intelligence.” Keynote Speech presented at the International Conference on Technology Innovation, New York, NY.

• Written Publications:

Johnson, A. (2021). “The Role of Leadership in Organizational Change.”  Journal of Organizational Behavior , 15(2), 78-95.

Johnson, A., & Smith, J. (2023). “E-commerce in plastics manufacturing.”  American Plastics Foundation Monthly . 312: 111-117

• Digital Publications:

Smith, J. (2020). “10 Tips for Effective Social Media Marketing.”  Digital Marketing Magazine . Retrieved from  https://www.digitalmarketingmagazine.com/article/10-tips-for-effective-social-media-marketing .

• Presentation:

UX Research and Design in Online and Distance Learning .  The UX Conference . 2016. London.

By following these examples, you can effectively feature your publications on your resume.

Please note that the  specific format and details included may vary  depending on the style and conventions of your industry or the specific job you are applying for.

Adapt these examples to suit your needs and ensure they  align with the requirements of the position  you are targeting.

To  simplify the process of including publications on a resume , try our  online resume builder . It offers on-the-go tips and practical examples to guide you craft this less known resume section.

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How To List Publications On A Resume Or CV (With Examples)

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Summary. If you are the author of publications, you can showcase them to employers on your resume or CV. Whether or not you have publications to list will depend on your work or education history.

Including publications on your resume is not common, and you likely won’t see it on many resume templates unless you’re looking for something very specific. Including publications is very specific and often used by academics, public relations , or marketing professionals.

The addition of publications isn’t just for those looking for roles in academia or a scientific profession. If you have writing work that is suitable for the job at hand, listing it on your resume could help you stand out against other qualified candidates .

However, if the publications are not relevant to the job at hand, it would be more of a harm than a help to include them on your resume.

Key Takeaways

Adding publications on a resume is a specialized qualification, usually ony for academia, marketing, or a writing position.

Publications should be listed in reverse chronological order, avoid out of date articles, works not relevant to the position, and follow proper formatting guides.

Published works to include a resume or CV include: books (academic and not), research papers, scholarly articles, trade association magazine articles, and conference presentations.

What Publications Should You Include on a CV?

Why is it important to list publications on a cv, how to list publications on your cv or resume, what should a publication list look like, publication list examples, what is a curriculum vitae (cv), update your resume now to get your next job faster, publications on resume faqs, final thoughts.

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Since there are various publications out there, you may be uncertain about which ones to include on your CV. Any authoritative work should absolutely be included whether it has already been published or in the process of being published. These might include:

Academic books. An academic book can take many forms, especially since print formats are now being accompanied or replaced by digital. Typically an academic book is a long-form publication and is the result of in-depth academic research that makes an original contribution to a specific field of study.

Journal published research papers. Typically present in academic publishing, a research paper is usually an academic work published in an academic journal. The paper will include the results of research or review existing research results. Like academic books, these can come in print or digital formats.

Soon-to-be published research papers. If the research paper you have started researching or are in the process of writing, you should still include these on your CV. Despite not having been published, it’s still important to note the work and research you are putting into the research paper.

Scholarly articles. Whether your article was solicited or unsolicited it would have to go through a peer review and can be subject to review by outside scholars, depending on the editor ’s preference. These articles are massive accomplishments as the peer review process can take up to several months to complete.

Conference papers. Conference papers are typically a collection of academic papers published for a specific conference or workshop. These can include contributions from other researchers attending the specific conference it’s intended for.

For your CV, don’t include works such as blog posts, websites, or anything published outside of scientific publications. If you have publications you’re considering adding to your resume, they should fit into one or more of these categories:

Conference presentations. If you have been asked to speak at a trade conference for your specific industry, chances are you’ve put together a specific presentation that can be used for different conferences or shared with participants.

Books. If you have published a book or even specific book chapters that have relevance to the job you’re applying for, this can be included on your resume as well.

Trade association magazine articles. If you have written and published an article in an industry trade association magazine, you should list these on your resume as well.

Industry journal publications. Similar to articles but certainly more in-depth, publications for industry journals can also be listed on your resume.

It is important to list publications on a CV because publications arm you with credibility when you begin applying or interviewing for a new job . Publications on your CV can help prove to your potential employer that you have experience and knowledge in a particular area.

It also shows that you’re a go-getter who takes the initiative and isn’t afraid of rejection. Your publications can show your writing and analytical skills , which is beneficial for applying for academic jobs.

Listing your publications on a CV also allows you to remain humble when it comes to your accomplishments. Rather than walk into an interview with a laundry list of your publications and a description of each, you can simply list them on your CV for the potential employer to read through. This allows them to identify the publications they take an interest in and craft specific questions for you regarding this information.

Listing them on your CV also allows you to keep all of your credentials and accomplishments organized and accessible from one place. Putting together all of the things you have accomplished over any specific period of time may give you the push you need to pull ahead of other candidates interviewing for the same job .

The most important thing to include in your CV or resume is your publication’s title and where it was published. This information allows the recruiter or potential employer to see what topic you’ve written about and access the publication if necessary.

When you list your publications, formatting is key. Here are recommended questions to ask yourself for resumes.

Do you have a dedicated publications section? Just like you have with your work experience and education, consider creating an entirely new section for publications.

Are your publications in reverse chronological order? Be sure you list your publications with your most recent one first, following in reverse chronological order, with only the relevant publications listed.

Have you styled your list? Since the resume is less formal than the CV, you can simply format and list the work’s title, publication name, and date. Keep things consistent for a similar style and feel to your other sections.

For a CV, the formatting and list is a bit more complex. CVs are longer and go into greater detail, so your publications references should be more fleshed out as well.

Ask yourself the following questions:

Is your list formatted? If you have a few different publications you’d like to list, be sure to use bullet points under a dedicated headline such as “Publications.”

Are you using a consistent citation style? MLA or APA styles are appropriate here. Employers will take this into account if you list your publications, so be sure to choose a citation style and use them throughout your entire resume.

Are your publications in reverse chronological order? Be sure you list your publications with your most recent one first, following in reverse chronological order .

Have you omitted outdated publications? Don’t include any publications that might be outdated, are not relevant, or are no longer useful in your specific industry or for the job you might be applying for.

Have you included in-progress work? As mentioned above, don’t shy away from including pending published works. If your publication is still in peer review or in the acceptance process, you can still list them, but leave out the name of the journal you’ve submitted to.

Have you given yourself enough credit? Normally publications will have more than one author. It’s fine to list your co-authors, but be sure your name is bolded or stands out in some way on your resume.

Then again, there’s one more thing you can do.

Make a new resume and get more interviews.

Plus, a great resume will give you an advantage over other candidates. You can write it in our resume builder here. Here’s what it may look like:

Here are a few things to keep in mind when listing publications on your CV or resume, depending on the style you’d prefer to use or what your industry standard requires.

For written publications, be sure to include the following: Author’s last name, author’s first and middle names or initials Title of article/chapter and name of journal, magazine, or website Publication year Publishers or issue number and volume number and page numbers (if applicable) Include the URL if the publication is online For presentations/conferences, be sure to include the following: The role, e.g., presenter , panelist, or keynote speaker Title and topic discussed Forum or conference name Date and location

Here are a few different examples of how this could look on your resume.

Journal Article (Print) Jacoby, W. G. (1994). Public attitudes toward government spending. American Journal of Political Science , 38(2), 336-361. https://doi.org/10.2307/2111407 Chapter in Printed or Online Book Ray, R.B. (1985). A certain tendency of the Hollywood cinema, 1930-1980. Princeton University Press. Magazine Article Luckerson, V. (2014, January). Tech’s Biggest Promises for 2014. TIME . https://content.time.com/time/magazine/article/0,9171,2161683,00.html Article with Multiple Authors Kafer, Julien, and Walker, Marcella. ‘Native fungi of Colorado .’ Denver Nature Journal. Volume 3: pages 5-8. 2019.

A curriculum vitae, commonly known as the CV , is a comprehensive document that outshines a resume. It helps to elaborate your skills and expertise beyond the basics of education and work experience . This document is meant to be much longer and more detailed than the traditional resume, typically elaborating on achievements, awards, honors, and publications.

CVs are most popular among academics, and including your published work is an important section of this document. Typically graduate students will have a variety of published works that are important to higher-education establishments. However, CV’s can be used in many different industries, including academia, medicine, teaching, and research .

The main difference between a CV and resume is the length. The CV is meant to be a static document, meaning it shouldn’t be altered to fit different positions like a resume . The CV should be a detailed overview of the accomplishments and credentials you’ve built throughout your professional or academic experience.

Can listing publications on a resume help me get a job?

Yes, listing publications on a resume can help you get a job. Particularly if you are applying to positions in the academic field, including publications on your resume can help you stand out.

Even if you are not specifically applying to academic positions, listing publications on your resume can demonstrate your accomplishments and boost your credibility.

Should I include every publication I have on my resume?

No, you should not include every publication you have on your resume. As with any other section of your resume, the publications section should only list relevant information. Tailor your resume to each specific application to make sure that the publications you choose fit the position.

Of course, these are just a few examples of how various publications can look. Depending on your specific type of publication, yours might look slightly different. It’s always a good idea to look at industry-specific examples of how this might look.

If you can ask a colleague or friend to take a look at publications listed on their resume, that’s a great starting place to help tailor your own CV or resume.

University of Missouri – How to Put Research on Your Resume

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Caitlin Mazur is a freelance writer at Zippia. Caitlin is passionate about helping Zippia’s readers land the jobs of their dreams by offering content that discusses job-seeking advice based on experience and extensive research. Caitlin holds a degree in English from Saint Joseph’s University in Philadelphia, PA.

Don Pippin is an executive and HR leader for Fortune 50 and 500 companies and startups. In 2008, Don launched area|Talent with a focus on helping clients identify their brand. As a Certified Professional Resume Writer, Certified Digital Career Strategist, and Certified Personal Branding Strategist, Don guides clients through career transitions.

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How to List Publications on Your Resume: A Guide for Researchers (+Examples)

Job seekers whose experience includes research and publications often wonder how to include that information in their resumes. After all, few resume templates are designed to highlight such accomplishments, and most people are reluctant to significantly alter those widely-accepted resume formats. 

So, how can people in the scientific, literature, or academic fields properly showcase their research and publications on a resume or curriculum vitae (CV)? We have the tips you need to properly document those important achievements and citation examples you can use as a helpful guide.

Why publications matter on a resume

If you have experience doing academic/scientific research or writing publications, then you have skills that set you apart from most job seekers. Your research and publications identify you as someone with clear writing skills.

They also demonstrate analytical skills – which employers tend to value highly – and a capacity for being a thought leader. Those qualities are important qualifications for anyone seeking a job in academia or any science and engineering field.

For published authors and writers, having material go through to publishing can speak volumes about your experience and the quality of your work. 

Publications on a resume example

Regardless of which option you choose, it is important to use the proper APA formatting for publications when including your publications on your resume. Be sure to use a consistent format when listing publications and describe your research, focus, and efforts as briefly as possible. Consider the following examples.

Published article or paper

[Your Name], [Title of article], [Title of publication], [Publication date], [Pages]

Authored Book

[Your last name, Your first name], [Title of your book], [Place of publication and publisher], [Year published]

Your options for including publications on a resume

Fortunately, you have several options when it comes to listing publications in your resume. The option you choose will probably depend upon the nature of your research and publications and the type of position you’re seeking.

There are three main options for including these details in your resume in an organized manner: creating a separate section, using a summary, or documenting them on a separate page.

Option # 1: Create a separate section for your research and publications

One way to highlight your publications is to create a separate section for them.

(We wrote a good post here on what sections a resume should include )

You should only consider this option if you have a limited number of citations to list or if your work has appeared in important industry journal publications.

By separating them in this way, you can help to focus attention on these accomplishments. At the same time, that separation helps to ensure that your other skills and achievements are not overshadowed in any way.

Option # 2: Using a summary for your publications

Another great way to showcase relevant publications in your resume is to include them in a short summary. This option is best used when the achievements are not crucial to landing a job. It's also a good option when there are only one or two citations to list.

Simply insert a bullet point or two at the end of your achievements section and include the appropriate details.

Option # 3: Create a separate page for your publications

If you have a substantial number of accomplishments that involve research and publications, you could consider a separate page for those details.

Simply create a list of these citations for a page titled “Publications” or “Research.” There, you can list all relevant citations in reverse chronological order. If you choose this option, be sure to mention in your cover letter that you've included the list.

What are research skills?

As we move on from talking about publications to discussing research, let’s first define research skills. Research skills are all those skills needed to investigate and analyze a subject and then communicate your findings to others. In short, there is no simple easily-defined skill that encompasses all these talents. Instead, your ability to research involves the effective use of a range of other skills, including

Critical thinking

Data interpretation

Information synthesis

Effective communication

Research skills are highly prized across a wide spectrum of industries. The fact is that researchers are invaluable for many employers and hiring managers. After all, new ideas often come only after an exhaustive analysis of existing practices. Is it any surprise, then, that many of the most innovative companies in the world look for employees who possess these skills?

The good news is that most of us possess at least some skill in researching. Unfortunately, too many of us don’t recognize those skills or why they matter to employers. Most of these skills relate to critical thinking in some way. They involve accumulating information and using it to draw reasoned conclusions. Naturally, those conclusions need to be conveyed to others with effective communication skills.

Research skills are among the most highly-prized transferable skills employers are looking for in today's competitive job market.

Employers value these skills because they are essential to progress. Innovation only comes from research and inspired insight. As a result, companies that rely on innovation to remain competitive tend to rely on employees who are talented researchers. Obviously, there are entire fields of industry that use researchers only for that purpose. In a more general sense, however, research skills are widely used by many different types of employees. And they use them in almost every industry in the marketplace.

How to list research on a resume

Including information about your research skills on a resume can be challenging because people perform research in a number of different capacities. Regardless of if you were the lead researcher or part of a team, it’s encouraged to include your research projects on your resume. You can detail how your efforts helped them move the project forward and what contributions you made. 

Even if your findings weren't published, or are in the process of being published, you should include your work in research on your resume still. This is because the skills acquired during research are, again, highly prized by employers. It’s less about the result and more about what kind of professional qualifications your research efforts are able to embody. 

Including research on your resume:

To describe your experience performing research on a subject, summarize your accomplishments in a brief section. You should include a description of your role in the research, the topic that you were exploring, and some information about your findings. 

Example of research listed on a resume:

Economics Research Project, Dynamic University 

Dec 2017 – Apr 2020

Key participant in research project examining blockchain technology’s potential impact on financial intermediation. Explored use case studies for cross-border payment systems, intrabank transactions, and microtransactions for e-commerce.

Designed model simulation to study blockchain-based payment system

Worked in tandem with Alpha and Delta Finance to create simulated intrabank transfers using digitalized tokens

Studied e-commerce script integration for cryptocurrency payments

Member of a 3-person team tasked with presenting findings to 2018 National Banking Technology Conference

You can also combine your research with other sections:

Research and Publications

Research and Professional Development

Educations and Research

Why the cover letter may be a superior choice

There are some very good reasoning for using a cover letter as a vehicle for talking about research and publication citations. That option can help you avoid confusion within your resume and keep the resume length under control. It can also help to ensure that your cover letter is more than just a rehash of your resume. Most importantly, using the cover letter in this way can help to establish your expertise right away.

If you have a lot of experience in research, it can help you save space on your resume too. Your resume can have lists of your participating research and publications, but that list doesn’t always represent your efforts well. In your cover letter, you can expand upon the specific professional skills that you developed from your experience. 

Even though the cover letter is formatted differently than a resume, when including research and publications in a resume or cover letter, make sure you use proper citations and give credit where due. 

Research and publications can land coveted interviews

While it is tempting to include every noteworthy achievement in your life, it is important to maintain focus and perspective. Only cite publications that enhance your qualifications or demonstrate skills relevant to the position. Anything relevant to your industry or skill set obviously falls into this category. Casual articles published in a hobbyist magazine probably don’t need to be shared.

However, your research and publications can help employers to identify you as a recognized expert in your field. That can only help to enhance your chances of landing a great job. So, choose your resume options carefully and make sure that you use proper citation formats to convey this important information to every prospective employer.

ZipJob’s team of professional resume writers knows how to properly showcase your publications on a resume to get past an ATS and impress a hiring manager. 

Recommended reading:

10 Best Skills to Put on Your Resume

Resume Format Types: Examples & Which Option Is Best?

How to Include Research on a Resume

Emma Elizabeth, Resume Writer, Emma Elizabeth, Resume Writer

Emma is a certified employment specialist with over 6 years of experience in career mentorship and employment training. With an affinity for technical writing, Emma is passionate about developing training, policy, and procedure manuals. In 2020 she helped design Colorado’s first state-certified training program for people with disabilities entering the workforce.

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A Guide to Listing Research and Publications on your Resume or CV

With there being only so much room on your resume or CV, space can get taken up very easily…

Making you wonder…

Should all my publications and research get listed on my resume?

It’s a big question with a simple answer.

If you’ve got work or papers that:

Then you most definitely should include them on your resume. You want your prospective employer to be able to see exactly what you’re capable of and the actual work you’ve done is perfect.

You want to make it easy for the person thinking about hiring you to see your range of experience and knowledge in your field; this is what citing your published work will do.

Papers will also demonstrate some soft skills like good writing and the ability to analyze data .

When you’ve got a good library of publications, how do you choose which ones to include?

What format should you use in your citation?

For answers, you’ve come to the right place.

We’ve pulled together the rules and tips you need for adding your publications to your resume or CV to help get things perfect.

The right time to add publications to a resume or CV

The first thing you need to do is assess the job role that you’re applying for and decide if your published work is relevant.

You only have a small amount of space and it gets full, quickly.

The best advice you’ll get is to only include publications that match the job you’re applying for and support the points you’re making elsewhere in the resume.

To make it easy to follow, here are the main times you’re going to find listing your publications to be useful on your resume or CV:

Deciding which publications to use on your CV or resume

Your first instinct is probably to add everything you’ve ever achieved in life, but you need to make sure you’re targeting your information to the person reading your document.

• When you have papers that confer kudos, make you look more qualified, or demonstrate key skills for the role, these are the papers that you include.
• When you’ve got industry-specific publications or ones that really highlight a skillset, make sure you add them on.
• Articles about hobbies or casual subjects probably aren’t going to impress the hiring manager and can be omitted.

With all of this to think about, you’re probably thinking about which publications are the right ones to add to your resume or CV.

For your curriculum vitae , note down anything that has authority in its field that has been or will soon be published.

These could be:

• Books for academia
• Journal and publication research papers
• Not-yet-published research papers
• Articles of a scholarly nature
• Papers presented at conferences

The right type of publications to list on your resume include:

• Presentations at trade conferences
• Chapters of books or whole books
• Trade association magazine articles
• Industry journal publications

Pro-Tip Not every publication belongs on your CV. Don’t include blogs, website content, or nonscientific or magazine articles. Also, if your thesis didn’t get published, it belongs in your “ Education ” section.

Why are resumes and CVs different for listing publications?

The question of the difference between a CV and resume should probably be tackled first!

Your resume contains a summary of your skills and experience in brief, covering just one or two pages.

Conversely, your CV is packed with detail and will run well over two pages in length.

You should be writing a different resume that’s specific to each position you’re applying for, whilst your CV remains static and you tailor your cover letter for each job you go for.

How does all of this affect how you show your published work?

This breaks it down for you:

Getting to the nitty-gritty…

Examples for listing publications on a resume

You’re here because you’re wondering…

Let’s answer that for you…

We’re going to give you the rules you need to follow for citing publications on your resume. It includes the order you need to use and the simple structure to follow to give you the perfect Publications section of your resume:

• Use a dedicated section called “Publications” so it’s easy for the recruiter to find
• Order it using reverse chronology , meaning you start with the most recently published and give each publication its own bullet point. Pick out your recent and relevant works so you can conserve space for all the other important things
• Pick the right style for your list. You don’t need to follow MLA (Modern Language Association) or APA (American Psychological Association) styling, rather you can make a list that covers the title of the work, where it was published, and the date it was featured. As an example: “Components of Neo-gothic Churches in Nineteenth-Century England” British Journal of Architecture, June 2018

Pro-Tip APA style is a writing style and format for academic documents such as scholarly journal articles and books. It is commonly used for citing sources within the field of behavioral and social sciences. It was developed by The American Psychological Association. MLA style is the leading style of documentation for literary research, as well as academic papers in the humanities field. It was developed by The Modern Language Association.

For including a written publication, it should look like this:

• Title of article or chapter, then the name of the journal/magazine/website
• Last name of the author, then first and middle names or initials
• Publication year
• Issue or publisher’s number, and volume and page numbers where applicable
• If the paper is available online, be sure to add the URL too

To cite a paper presented at a conference:

• Note your role, such as presenter, panelist, or keynote speaker
• The topic or title that was discussed
• Conference or forum name
• Where and when the presentation took place

Imagine you’re looking for a SEO consultant role and the skills you need to be showing are around SEO.

This is an example of how you’d cite relevant publications for these key skills:

• Panelist: “Native SEO and How to Host It” HostCon, 2019
• “SEO in the Next Decade” Internet Trends, June 2019
• “Best Advanced SEO Techniques” Content Guru, Turin Publishing, Dec 2018
• “Hold the Front Page: Modern SEO” Searchzone, Feb 2018

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Examples for listing publications on a CV

We’ve already established that…

Your CV, or curriculum vitae, is what you use instead of a resume in the world of academia.

Rather than picking out the best bits of your publication history for your resume, on your CV you get to show absolutely everything you’ve had published during your career, except obsolete one.

There are a few different things to consider when you’re formatting your publications to go on to your CV :

• Have the right format. With only a few publications to cite you can just add a section called “Research and Publications” within your CV, when your list is more comprehensive you’ll need to use dedicated pages for your citations
• Be consistent with your style of citations , whether you choose to use MLA or APA. A general rule of thumb is that humanities fields like languages, social sciences, and philosophy generally use MLA whilst science and engineering fields tend to opt for APA style.
• Go in reverse chronological order starting with your most recent published work and go back in descending order, all the way back to your first published article
• Don’t refer to publications that are now obsolete , you’re fine to ignore things that have been superseded or aren’t relevant to your job or field any more
• Note work that’s yet to be published but is being peer-reviewed at the time you’re writing your CV. Format these papers in italics and don’t include the name of the journal you have sent them to.
• Highlight your byline when you have co-authors or collaborators by putting your name in bold, remember not to miss out on anyone’s name

Here’s a guide to the different styles that you may be expected to use:

To give you some examples of what your listed publications would look like based on the type of work and the style you decide to use:

Pro-Tip Make sure you keep your list up to date as your career progresses and you get more articles, books, or presentations published. Each time something new goes live, add it to the top of your CV’s Publication and Research section.

When you have publications to cite on your CV or resume, it shows that you have skills, knowledge, and interest in your field. A potential employer will only see this in a positive light; they want you to be engaged in the work that you do.

It’s really important that everything that you include about your published history is correct and up to date, as well as relevant.

You can add publications to your CV or resume in a number of ways, depending on your field and purpose.

To be doubly sure that you’ve got it, here’s how to write publications on a resume and CV:

Publications on your resume :

• Put them in a separate section called “Publications”
• Include each publication in a new bullet point
• List the year and title
• Add the name of the magazine, website, or journal
• Only include publications that are relevant to the job you’re applying for

For your CV, usually, you'd include all your academic publications.

Publications for your CV :

• Include all of your academic publications
• Choose a citation style for your list and stick to it
• Start with the most recent publication and work backward
• Bold your byline when you’ve shared credit
• Don’t use outdated, disproved, or obsolete works

However, you choose to format your list, make sure that it looks tidy and well organized so any hiring manager knows exactly what they’re looking at.

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Citing Publications in a CV or Resume

A CV is a list of a person’s scholarly professional work. There is not one standardized way to create your CV, but choosing a specific format for referencing is crucial. View this document to see how to cite publications on a CV or resume.

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Question: Since leaving a job I have had for almost a decade, I have primarily conducted my job search online. I have used the same resume design since I started working 12 years ago. Should I update my resume design to be more effective? What do you recommend for building a modern resume? – Sandra

Answer: Updating your resume design can indeed be a wise move, especially if you've been using the same format for a long time. A fresh, modern design can help your resume stand out and leave a positive impression on recruiters and hiring managers. Here’s what I recommend for building a modern resume:

◾ Clean, professional layout: Opt for a layout that’s visually appealing and easy to read. Avoid cluttered designs and overly decorative elements that may distract from your content.

◾ Font selection: Stick to standard, easy-to-read fonts such as Arial, Calibri, or Times New Roman. These fonts are widely accepted and compatible with Applicant Tracking Systems (ATS), ensuring your résumé is easily scannable by both humans and software.

◾ Incorporate keywords: Tailor your resume to each job application by incorporating industry-specific keywords and phrases relevant to the position. Many companies use ATS to screen résumés, so this will increase the likelihood of your resume being noticed.

◾ Organized sections: Structure your resume into clear sections, including Contact Information, Summary or Objective, Work Experience, Skills, Education and any additional relevant sections such as Certifications or Volunteer Work. This organization makes it easy for recruiters to quickly find the information they need.

◾ Summary/objective statement: Start your résumé with a summary that highlights your key qualifications and career goals. Keep it concise, focusing on what sets you apart and what you aim to achieve in your career.

◾ Accomplishment-oriented experience: When listing your work experience, focus on highlighting your accomplishments, rather than just listing job duties. Use quantifiable achievements whenever possible, to demonstrate your impact, such as increasing sales by a certain percentage or leading successful projects.

◾ Skills section: Dedicate a section to showcasing your key skills and competencies, including both technical skills and soft skills relevant to the job. This section provides recruiters with a quick overview of your capabilities.

◾ Proofreading: Before submitting your resume, thoroughly proofread it to ensure there are no grammatical errors, typos, or formatting issues. Consider having someone else review your resume for feedback and additional insights.

By updating your resuméewith a modern design and incorporating these key elements, you can increase your chances of making a strong impression in today’s competitive job market. Good luck with your job search!

Ghosting a job Is it bad to ghost low priority potential employers? Ask HR

I've been denied PTO requests on multiple occasions, which is becoming increasingly frustrating. Most of them are denied on the grounds of staffing needs. Do I have any recourse in fighting these denials? What can I do to ensure PTO approvals? – Chanette

You may indeed have some recourse in addressing these denied paid time off requests. Start by reviewing your company's PTO policy and procedures. Many employers have specific guidelines regarding PTO requests, including deadlines for submission and limits on the number of employees who can be on leave simultaneously, to ensure adequate staffing levels.

First, check if your PTO requests were made in accordance with company policy. If they were not, ensure that you adhere to the established procedures for future requests, to increase the likelihood of approval.

However, if you followed company policy and your requests were still denied, consider discussing the matter with your manager or the human resources team. Seek clarification on the reasons for the denials and inquire about potential strategies to improve the approval rate for your requests.

It's also essential to consider whether your state mandates sick leave, and if your company uses PTO to fulfill those requirements. If so, your employer may be obligated to approve leave requests that align with qualifying reasons for sick leave under the law. If you’re uncertain about your state’s sick leave requirements, consult your HR team for clarification.

Ultimately, unless there is a contractual agreement or policy stating otherwise, employers typically have discretion in managing PTO usage. However, by following company procedures and addressing your concerns with management or HR, you may increase the likelihood of having your PTO requests approved more frequently.

Salaried, nonexempt What does that mean? Ask HR

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Journal of Materials Chemistry A

A fluorene-carbazole conjugated polymer hole conductor for efficient and stable perovskite solar cells.

Semiconducting lead halide perovskites are currently attracting increasing attention, showing great potential for next-generation photovoltaic devices. To date, the molecular hole conductor 2,2',7,7'-tetrakis[N,N-di(4-methoxyphenyl)amino]-9,9'-spirobifluorene (Spiro-OMeTAD) has been dominantly used as the hole transport materials (HTMs) in these solar cell devices, which is notorious for causing device instability. Here, we first report a promising and easily accessible fluorene-carbazole conjugated polymer hole conductor, namely PF8Cz, as an alternative HTM for efficient and stable perovskite solar cells (PSCs). The PSCs based on PF8Cz have the excellent capability to achieve efficient charge extraction at perovskite/polymer interfaces due to their appreciable energy level alignment, high hole mobility, and avoid instability caused by doping and oxidation processes in Spiro-OMeTAD based ones. Meanwhile, PF8Cz can be solution processed at large-area and exhibits more uniform and reproducible film morphology. Through detailed optimization, we have demonstrated PF8Cz based PSCs with a remarkable efficiency of 23.28% and significantly improved ambient, thermal as well as operational stability. In comparison with the state-of-the-art polymeric hole conductor poly[bis(4-phenyl)(2,4,6-trimethyl-phenyl)amine] (PTAA) (20.38%) and Spiro-OMeTAD (23.55%), we believe that PF8Cz can well balance the interplay of cost-processing-performance, more importantly, catalyze further development of high-performing organic HTMs and help realize the promising potential of PSCs.

• This article is part of the themed collection: Journal of Materials Chemistry A HOT Papers

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B. Wang, J. Guo, X. Luo, C. Han, B. Zhao, I. Ullah, Y. Kong, X. Zhao, Y. Lei and J. Yuan, J. Mater. Chem. A , 2024, Accepted Manuscript , DOI: 10.1039/D4TA02009J

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Computer Science > Computation and Language

Title: triforce: lossless acceleration of long sequence generation with hierarchical speculative decoding.

Abstract: With large language models (LLMs) widely deployed in long content generation recently, there has emerged an increasing demand for efficient long-sequence inference support. However, key-value (KV) cache, which is stored to avoid re-computation, has emerged as a critical bottleneck by growing linearly in size with the sequence length. Due to the auto-regressive nature of LLMs, the entire KV cache will be loaded for every generated token, resulting in low utilization of computational cores and high latency. While various compression methods for KV cache have been proposed to alleviate this issue, they suffer from degradation in generation quality. We introduce TriForce, a hierarchical speculative decoding system that is scalable to long sequence generation. This approach leverages the original model weights and dynamic sparse KV cache via retrieval as a draft model, which serves as an intermediate layer in the hierarchy and is further speculated by a smaller model to reduce its drafting latency. TriForce not only facilitates impressive speedups for Llama2-7B-128K, achieving up to 2.31$\times$ on an A100 GPU but also showcases scalability in handling even longer contexts. For the offloading setting on two RTX 4090 GPUs, TriForce achieves 0.108s/token$\unicode{x2014}$only half as slow as the auto-regressive baseline on an A100, which attains 7.78$\times$ on our optimized offloading system. Additionally, TriForce performs 4.86$\times$ than DeepSpeed-Zero-Inference on a single RTX 4090 GPU. TriForce's robustness is highlighted by its consistently outstanding performance across various temperatures. The code is available at this https URL .

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