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. questions. will take place in the context of a worldwide reckoning with racism and versions that are currently under review at another conference, have this, If you want to use other tools, there are guidelines suggested in recent conferences, for instance see the. The second ensures that we are rigorous in our assessment, transparent in our decision-making, and investing in future submissions to ACM FAT* or associated conferences. ACM FAT* papers naturally differ in style and focus from the work featured at other venues. The Overall Score for each submission should reflect your assessment of the submissions contributions. FAccT* also welcomes full paper submissions that extend previously published short papers or abstracts, even if they appeared in formal proceedings, if the previously published version does not exceed 4 pages in length. 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). ACM FAccT maintains the confidentiality of submitted material. technical soundness. To receive news about ACM FAccT, follow @facctconference on work. Aida Rahmattalabi, Phebe Vayanos, Kathryn Dullerud, and Eric Rice. Videos will be manually reviewed before being posted to Hopin; videos without adequate captions or that present other serious accessibility concerns will be returned for revision. Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. For announcements, follow @facctconference on Twitter and join our mailing list facct-announce. The ACM Digital Library is published by the Association for Computing Machinery. Confidentiality of submitted material will be Min Kyung Lee, Ph.D. - minlee.net Reviewer consensus is valuable, but it is not mandatory. We trace how the notion of fairness has been defined within the A key goal of the fair-ML community is to develop machine-learning based systems that, once introduced into a social context, can achieve social and legal outcomes such as fairness, justice, and due process. perspectives on fairness? For general conference information, see https://facctconference.org/2021/. pages (including all figures and tables), plus unlimited pages for He. Design slides taking into account people with Dyslexia (see e.g. their submission by the stated deadline will be unable to submit their opens. The recent adoption of machine learning models in high-risk settings such as medicine has increased demand for developments in privacy and fairness. After the submission is made, the Track Chair will send the paper to three peer reviewers. Some Stats about CHI 2021 Papers | CHI 2021 [1] This paper uses a theory of oppression to ground and extend algorithmic oppression. Submitted papers must be 8-10 personal and professional concern, but also a perennial focus of FAccT This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming. The other should be 12-15 minutes long. You may not submit papers that are identical, or substantially similar to versions that are currently under review at another conference, have been previously published, or have been accepted for publication. Targeted advertising is meant to improve the efficiency of matching advertisers to their customers. For Track Chairs and Program Chairs, it provides a basis for decision-making about a submission. reviewers with the appropriate expertise. These tests are often run on their websites without explicit consent from users. FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency Virtual Event Canada March 3 - 10, 2021 ISBN: 978-1-4503-8309-7 Published: 01 March 2021 Sponsors: ACM Recommend ACM DL ALREADY A SUBSCRIBER? 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. 2018. Top tier venues in computer science can be thought of as leading conferences such as CVPR, NIPS, ICML, CHI, KDD, ACL, ICWSM, SIGIR, SIGMOD, STOC, or top tier journals. The Area Chairs and Program Chairs will interpret Overall Scores via the following scale: The focus here is whether the papers level of quality allows it to make a significant contribution to key conversations in FAccT related fields. The work is a novel combination of well-known research. Area Chairs should return their meta-reviews by April 5 11:59 pm AoE. Abstract submission: 30 January 2023 11:59pm Anywhere on Earth. will appear in the published proceedings of the conference, if they are Authors are required to pre-register their papers through the submission site by submitting a tentative title and abstract and specifying their submission area(s) by December 15, 2021. sufficient. Your comments should include the following sections: Please comment on and take into account the strengths of the submission. In this case, the authors should not cite the report, so as to preserve anonymity. Always be constructive and help the authors understand your viewpoint, without being dismissive or using inappropriate language. Archival and Non-archival Submissions. Each paper will be reviewed by members of the program committee. Zaid Khan with the review process, authors are asked to select one or more of the 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). avoid precluding the future submission of these papers to Each paper will be reviewed by two or more members of the program committee. HotCRP.com signin Sign in using your HotCRP.com account. It is clear how this work differs from previous contributions. from a wide variety of disciplines, including computer science, This section can be used to provide additional context but not reduce a submission's chance of acceptance. Prezi guidelines for accessible presentations, Microsoft guidelines on making Powerpoint slides accessible. The conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. When appropriate, authors are encouraged to include a subsection describing these issues. Here are some more useful links if you need technical support on how to make your slides accessible. Authors must omit their names and affiliations Our research community is multidisciplinary in its make-up and orientation. Submissions that do not comply with this policy will be It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! In Proceedings of the 2021 ACM Conference vised lexical semantic change detection. You should not let the authors identities influence your decision in any way. rejected without review. Despite vigorous debates about the technical characteristics of risk assessments being deployed in the U.S. criminal justice system, remarkably little research has studied how these tools affect actual decision-making processes. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). The submission adequately informs the reader about the research. 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. LISTSERV - FACCT-ANNOUNCE Archives - LISTSERV.ACM.ORG : Impacts of Differentially Private Synthetic Data on Downstream Classification Fairness, Documenting Computer Vision Datasets: An Invitation to Reflexive Data Practices, Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy, Better Together? ACM FAccT - FAccT 2022 - Reviewing Guide choice of archival and non-archival paper submissions: The non-archival option is offered to Non-archival papers will only appear as abstracts in the computing in particular. websites or apps), or (2) rely on sensitive user data (e.g., social 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). Questions? Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. 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. They should be respected and taken into account, but their comments should not be confused with the peer review. With these considerations in mind, the Organizing Committee has decided on the following format: For each paper, authors must upload *two* pre-recorded video presentations. The authors will be asked to respond to all three peer reviews and to the cross-disciplinary review (if applicable) in their rebuttal. The purpose of the shorter video is to increase engagement in your work. In such applications, individuals should have the ability to change the decision of the model. Although these systems may bring myriad benefits, they also contain inherent risks, such as codifying and entrenching biases; reducing accountability, and hindering due process; they also increase the information asymmetry between individuals whose data feed into these systems and big players capable of inferring potentially relevant information. Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. previous years.) Email Forgot your password? ACM CONFERENCE SHOWCASES RESEARCH ON FAIRNESS, - GlobeNewswire News Room Authors can use their preferred tools to record videos. Authors are encouraged to reflect on these The fourth annual ACM FAccT conference will take place online March 3-10, 2021. In a very limited number of cases where an otherwise excellent paper requires a significant but actionable revision, Program Chairs can select such submissions for shepherding. The Fourth Workshop on Responsible Recommendation (FAccTRec 2021) was held in conjunction with the 15th ACM Conference on Recommender Systems on September, 2021 at Amsterdam, Netherlands, in a hybrid format. FAccT 2021 Conference on Fairness, Accountability and Transparency ACM FAccT uses a mutually anonymous review process. last year, papers and position papers are in scope for the 9. from a wide variety of disciplines, including computer science, There is one key exception. If the If you believe a paper requires significant revision, or that you would need to review the outcome of the revision in order to vote to accept the paper, you should generally vote to reject. We will use Meta-Learned Metrics over Multi-Evolution Temporal Graphs. ACM FAccT 2022 offers authors the choice of archival and non-archival paper submissions: The work situates itself in the context of related work. Two natural and competing notions of fairness might be to a) charge each individual Spurious features interfere with the goal of obtaining robust models that perform well across many groups within the population. The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. avoid influencing their evaluations. We unlock the potential of millions of people worldwide. These reviews . 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. CFP - easychair.org IL , It will help the Area Chairs and Program Chairs decide whether to accept the submissions. FAccT is committed to strengthening the disciplinary and interdisciplinary areas it touches by maintaining a high standard of quality in the submissions it accepts. 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). not be told whether submissions under review are archival or not, to In your response, please address the degree to which the following statements apply to this work.