acm facct acceptance rate
acm facct acceptance rate
What Do Acceptance Rates Really Mean? | CollegeVine Blog Be professional and listen to the other reviewers, but do not give in to undue influence. The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. ensuring that submitting to FAccT would not be in violation of the It is useful for the Track Chairs and Program Chairs if you include a list of arguments for and against acceptance. FAccT22 has the same acceptance rate of previous editions but the most accepted papers so far - we received almost double the submissions of 2021, and have accepted double the number of papers (181 in total). There is one key exception. All FAccT 2023 : ACM Conference on Fairness, Accountability, and ACM FAT * is an international and interdisciplinary peer-reviewed conference that seeks to publish and present the best work examining the fairness, accountability, and transparency of algorithmic systems. Recent research has successfully employed social media data to predict mental health states of individuals, A single algorithm drives an important health care decision for over 70 million people in the US. Many parts of this guide have been inspired by or outright lifted from the excellent NIPS Reviewer, AC & SAC Guidelines. ACM, the Association for Computing Machinery, is the world's largest educational and scientific computing society, uniting educators, researchers, and professionals to inspire dialogue, share resources and address the field's challenges. the ethics of the work in a submission, the PC will consider the ethical technical soundness. For media inquiries, please contact press@facctconference.org; ACM FAccT solicits work from a wide variety of disciplines, including computer science, statistics, law, social sciences, the humanities, and policy, and multidisciplinary scholarships on fairness, accountability and transparency in computational systems (broadly construed). This will allow us to find an alternate reviewer who will be better able to assess the submission. Copyright 2023 ACM, Inc. FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Chicago , There is one key exception. ACM The recent adoption of machine learning models in high-risk settings such as medicine has increased demand for developments in privacy and fairness. PDF Sorelle A. Friedler AI ethics research conference suspends Google sponsorship The Overall Score for each submission should reflect your assessment of the submissions contributions. issues are welcome to contact the PC. . For instance, citations to the authors' own prior work should be made in the third-person. The ACM CHI Conference, 'CHI2021', Online Virtual Conference. [Feb. [Feb. Search Search. formatting rules, or papers exceeding the specified page length, may be We will be aided in this It is okay to be unavailable for part of the review process (e.g., on vacation for a few days), but if you will be unavailable for more than that -- especially during important windows (e.g., discussion, decision-making) -- you must let the Track Chairs know. Such submissions violate our dual submission policy and will be removed from submission. Please ensure your videos have *embedded* captions. The PC will take a broad view of what constitutes It is an opportunity to advertise your research in an easily-shared and easily-consumed format, to increase the chance that people will engage with it more deeply. Design slides taking into account people with Dyslexia (see e.g. This process will enable the Program Chairs to better anticipate the submission load and to make necessary adjustments to the program committee. Options and templates are available for both Word and LaTeX users. There are three main exceptions to this rule: Please contact program-chairs@facctconference.org for any You should NOT assume that you were assigned a representative sample of submissions, nor should you adjust your scores to match the overall conference acceptance rates. This year we have a dedicated LAW track and a dedicated SSH (social sciences & humanities) track, next to the CS (computer science) track (plus two more tracks, dedicated to cross-disciplinary education, and to practice and experience). choice of archival and non-archival paper submissions: The non-archival option is offered to to ensure that authors receive high quality feedback on their submissions. Authors are encouraged to reflect on these Your review is important for two reasons: Please make your review as detailed and informative as possible -- short, superficial reviews that venture uninformed opinions or guesses are worse than no review, since they may result in the rejection of a high-quality submission. the concerns of ACM FAccT? If the under review at a journal, but which have not yet been published in that Papers avoid influencing their evaluations. Submissions that do not comply with this policy will be will appear in the published proceedings of the conference, if they are from a wide variety of disciplines, including computer science, Take your job seriously and be fair. Reviewer consensus is valuable, but it is not mandatory. Always be constructive and help the authors understand your viewpoint, without being dismissive or using inappropriate language. At least one author of each accepted paper is required to register for, (virtually) attend, and present the work at the conference in order for the paper to appear in the conference proceedings in the ACM Digital Library. The research community is young but growing fast. In your response, Please address the degree to which the following statements apply to this work. What kinds of marginalization are relevant to Task-dependent Optimal Weight Combinations for Static Embeddings The submission adequately informs the reader about the research. Trusted AI literature to date has focused on the trust needs of users who knowingly interact with discrete AIs. the same reviewing rubric as all papers. instance, citations to the authors' own prior work should be made in the While news recommenders help consumers deal with information overload and increase their engagement, their Personalization is pervasive in the online space as it leads to higher efficiency for the user and higher revenue for the platform by individualizing the most relevant content for each user. The ACM CHI Conference on Human Factors in Computing Systems (or CHI as it's typically called) is the premier international conference for the field of Human-Computer Interaction (HCI). transparency in computational systems, including critical approaches They should be respected and taken into account, but their comments should not be confused with the peer review. Online presentations may be either live or pre-recorded. Keep in mind that reviewers are not obligated to read the appendix or supplementary materials. Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. (September 2022) ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT, formerly known as ACM FAT*) is a peer-reviewed academic conference series about ethics and computing systems. Acceptance rates for the major top-tier AI-related conferences Natural Language Processing and Computational Linguistics Computer Vision and Pattern Recognition Machine Learning and Learning Theory Artificial Intelligence Data Mining and Information Retrieval Speech and Signal Processing Note: chairs will make every effort to ensure that papers are reviewed by ACM FAccT maintains confidentiality of submitted material. Reviewers will not be told whether submissions under review are archival or not, to avoid influencing their evaluations. FAccT'22 has the same acceptance rate of previous editions but the most accepted papers so far - we received almost double the submissions of 2021, and have accepted double the number of papers (181 in total). Your video must have *embedded* captions (see next section). preliminary title and abstract should be representative of the submitted There has been recent interest by payers, health care systems, and researchers in the development of machine learning and artificial intelligence models that predict an individual's probability of developing opioid use disorder. authors will be examined by PC Chairs on a case-by-case basis. 9. Pre-registration only requires that you "save a draft" of your submission. ACM FAccT is committed to ensuring that no body is unable to present their work at the in-person conference due to resource constraints, and as such there is a substantial travel scholarship fund available to support in-person attendance. You may For example, if College A has 100,000 applicants and accepts 5,000 students, their acceptance rate is 5%. submission. all submissions will have the same page length requirements and will be Non-archival papers will only appear as abstracts in the Your comments should include the following sections: Please comment on and take into account the strengths of the submission. personal and professional concern, but also a perennial focus of FAccT an ethical concern, and authors agree to be available at any time during ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . FACCT Conference - Home - ACM Digital Library In Proceed- on Fairness, Accountability, and Transparency, FAccT ings of the Fourteenth Workshop on Semantic Evalua- '21, page 610-623, New York, NY, USA. Optionally, authors can upload supplementary materials (e.g., Google Scholar Cross Ref; We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. Research challenges are not limited to technological solutions regarding potential bias, but include the question of whether decisions should be outsourced to data- and code-driven computing systems. The Track Chairs and Program Chairs will interpret these scores via the following scale. U.S. policy starts showing an interest in AI For questions relating to the organization of the conference as a whole, contact general-chairs@facctconference.org. (Acceptance rate: 16%) 11. Bidding. We will use Confidentiality of submitted material will be journal: In such cases, we require authors to select the non-archival The online conferenceincluding both live-streamed elements of the in-person conference, and online-only contentwill also begin on June 21, with content and discussion available for two weeks from that date, and a library of content available subsequently. To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. Many powerful computing technologies rely on implicit and explicit data contributions from the public. The work situates itself in the context of related work. Related papers: Procedural Justice Framework for AI, Dynamic Resource Allocation for Community Service, Fair Smart Community Service My past projects investigated human-robot interaction. The other should be 12-15 minutes long. Disentangling Inuence: Using disentangled representations to audit model predic- Please note that in contrast to The research community is young but growing fast. In case you are not sure There is one key exception. In this case, the authors should not cite the report, so as to preserve anonymity. It is calculated by dividing the number of accepted students by the number of total applicants. Stylistic Authorship Attribution of Small, Incomplete Source Code Fragments Edwin Dauber,Aylin Caliskan, Richard Harang, Gregory Shearer, Michael Weisman, Frederica Nelson, and Rachel Greenstadt 19th Privacy Enhancing Technologies Symposium(PETS), 2019. The research program of ACM FAccT solicits academic work from a wide variety of disciplines, including computer . The Review of Economic Studies, 68(1):205--229, 2001. compare the submission to other submissions. Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. websites or apps), or (2) rely on sensitive user data (e.g., social previously appeared in non-archival venues such as workshops without choose the archival or non-archival option. The Area Chairs and Program Chairs will interpret these scores via the following scale: Note: If you feel that your confidence rating is likely to be a 1 at the end of a review due to your lack of expertise in the given subject area, you should notify the Area Chair as early as possible in the process. Contrastive Learning with Complex Heterogeneity. Beginning next year, submissions for FAccT 2022 Consequential decision-making typically incentivizes individuals to behave strategically, tailoring their behavior to the specifics of the decision rule. Chairs to better anticipate the submission load and to make necessary A variety of programs are available to embed captions into your videos. welcome scholarship in dialogue with fairness, accountability, and to ensure that the best content is presented at the conference, and. For questions regarding registration, contact acm.facct2022@gmail.com. Humans are the final decision makers in critical tasks that involve ethical and legal concerns, ranging from recidivism prediction, to medical diagnosis, to fighting against fake news. learnings from this optional experiment to guide FAccT conference work The analyses, tasks, theories, and/or methods are new or present new perspectives on existing work. papers will be released prior to the conference. Your assessment should be based on the quality of the contribution, not its style. building, analysis, and practical impact alongside psychological, Lilly Irani, University of California, San Diego, Sampath Kannan, University of Pennsylvania. ACM conference and as such, we will review papers in alignment with the from a wide variety of disciplines, including computer science, In Proceedings of the 2021 ACM Conference vised lexical semantic change detection. guidelines in shaping study design, analysis, and dissemination. Algorithmic Fairness in Predicting Opioid Use Disorder using Machine This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming. We will be using the new ACM workflow for formatting manuscripts, described here. If this happens, please do not divulge the identities to anyone, but do tell the Track Chair that this has happened and make a note of this in the Confidential Comments to Program Chairs text field when you submit your review. Targeted advertising is meant to improve the efficiency of matching advertisers to their customers. prepare the eventual rebuttal and revise their work for final presentation. Papers that are neither in ACM format nor follow the simplified Always be constructive and help the authors understand your viewpoint, without being dismissive. Each paper will be reviewed by members of the program committee. relevant domains inform a broad perspective on how to frame and advance Please provide an Overall Score for each submission on a scale from -3 to 3. The following are suggestions only: The deadline for uploading videos will be on 27th May (Friday) AOE. It will help authors by providing both clarity about the reasons for our decision and useful feedback about the strengths and weaknesses of their scholarship, which they can use to strengthen their work. Your assessment should be based on the quality of the contribution, not its style. You should NOT assume that you were assigned a representative sample of submissions, nor should you adjust your scores to match the overall conference acceptance rates. FACCT - ACM Conferences Recently, social media sites like Facebook and Twitter have been severely criticized by policy makers, and media watchdog groups for allowing fake news stories to spread unchecked on their platforms. Papers that are neither in ACM format nor follow the simplified formatting rules, or papers exceeding the specified page length, may be rejected without review. social justice in relation to design of computational systems? This document is addressed at program chairs, track chairs, and program committee members. ACM FAT* is an international and interdisciplinary peer-reviewed conference that seeks to publish and present the best work examining the fairness, accountability, and transparency of algorithmic systems. The discussion phase is especially important for borderline submissions and submissions where the reviewers assessments differ; most submissions fall into one or other of these categories, so please take this phase seriously. ACM ethics guidelines. (27.9% acceptance rate). . Thereby, in the SCS, " Powered by machine learning techniques, social media provides an unobtrusive lens into individual behaviors, emotions, and psychological states. Recent work has revealed that major automatic speech recognition (ASR) systems such as Apple, Amazon, Google, IBM, and Microsoft perform much more poorly for Black U.S. speakers than for white U.S. speakers. Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. FAccT22 is the first FAccT to run with both online and in-person components. ACM FAccT - 2021 CFP Please provide a Confidence Score between 1 and 5 for each submission, which concerns the level of confidence you have in your own expertise regarding the topic of the submission. Authors are required to pre-register their papers through the submission Please set the anonymous option for review. 2nd FATREC Workshop: Responsible Recommendation. He was elected an ACM Fellow in 2019. Extensions of workshop papers: ACM FAccT welcomes submission of work that has previously appeared in non-archival venues such as workshops without formal proceedings. If necessary, this can be escalated to the PC chairs. FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency June 27 - 30, 2023 Chicago , IL , USA FAccT '23 website Bibliometrics Citation count 2,481 Downloads (6 weeks) 2,104 Downloads (12 months) 18,888 Downloads (cumulative) 84,968 Citation count 2,481 Downloads (6 weeks) 2,104 Downloads (12 months) 18,888 To aid A computer science conference with a cross-disciplinary focus that brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. Regardless of norms in the home discipline and the choice to submit as archival or non-archival, papers submitted to FAccT are expected to be of publication-ready quality. anonymous review process. in length. We welcome submissions in the following areas: FAccT is an ACM conference about computing, dedicated to rigorous submissions violate our dual submission policy and will be removed from LISTSERV - FACCT-ANNOUNCE Archives - LISTSERV.ACM.ORG For general conference information, see https://facctconference.org/2021/. CFP - easychair.org FAccT papers naturally differ in style and focus from the work featured at other venues. We will expand on this below. Authors can use their preferred tools to record videos. Anomaly detection aims to find instances that are considered unusual and is a fundamental problem of data science. 26 Written by Views 58 I am pleased to share that our paper "A Scalable and Dynamic ACL System for In-Network Defense" (named PortCatcher) is accepted in CCS 2022 !. reconsider their reviews and scores in light of rebuttals before final Review content serves two purposes. asked to prepare an optional, brief explanation of how their work aligns Reviews are due by March 21 11:59 pm AoE. In-person proceedings sessions will take place between 1100 and 1800 KST. Author rebuttals: (Please note, this is a different process than that of been previously published, or have been accepted for publication. Technical reports and pre-prints: ACM FAccT welcomes submission of work that is already available without peer reviewing as a technical report (e.g., in SSRN, arXiv, or similar). We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. decisions are made. Although it is only in its fifth year, FAccT has rapidly become the premiere venue for leading-edge research in the fairness, accountability, and transparency of socio-technical systems. which area your submission fits under, feel free to contact the Program Authors of all accepted papers must references . will appear in the published proceedings of the conference, if they are Text should be dark, with lots of space around the letters, and in a legible and suitably large font. Fairness, Equality, and Power in Algorithmic Decision-Making It can be tempting to only comment on the weaknesses; however, Track Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. The research has significance and insights relevant to practitioners, policy makers, or those beyond academia. Your assessment should be based on the quality of the contribution, not its style. Authors will be able to make changes to their titles Conference site 82 papers accepted out of 330 submitted.