acm facct acceptance rate

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: You will be asked to 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. One should be 3-4 minutes long. 2nd FATREC Workshop: Responsible Recommendation. We show through theory and experiment that gradient-based explanations of a model quickly reveal the model itself. publication archive. It will help the Area Chairs and Program Chairs decide whether to accept the submissions. that investigate core assumptions and propose alternative designs, statistics, the humanities, and law. The 2022 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT) will be held online and in-person in Seoul, South Korea from June 21-24 2022. Evaluation criteria will be the usual scholarly criteria of the chosen area(s) of the paper, including: Area chairs will oversee the reviewing process for papers within their area. ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. He. Please provide an Overall Score for each submission on a scale from -3 to 3. ACM FAccT. Submissions that do not comply with this policy will be rejected without review. Other support for diversity, equity and inclusion at FAcct 2022 will be announced. (27.9% acceptance rate). Please set the anonymous option for review. 2018. Although it is only in its fifth year, FAccT has rapidly become the premiere 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. IL , Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. In the case of qualitative SH/Law, the work has a clear added value compared to existing literature. 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. Although the double-blind review process reduces the risk of bias, reviews can inadvertently contain subtle discrimination, which should be actively avoided. These works may be submitted as-is or in an extended form. statistics, law, social sciences, the humanities, and education. In your response, please address the degree to which the following statements apply to this work. This process will enable the Program This is partly due to the fact that most fairness metrics of interest depend on both the sensitive attribute information and label information of the data points. To this end, The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. We will be using the new ACM workflow for formatting manuscripts, described here. register for, (virtually) attend, and present the work at the conference 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). Weve marked the sections of this document with . usability and accessibility as well as support the longevity of ACM Disentangling Inuence: Using disentangled representations to audit model predic- 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. Non-archival papers will only appear as abstracts in the 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. Authors will be able to make changes to their titles ACM FAccT 2022 offers authors the choice of archival and non-archival paper submissions: Many powerful computing technologies rely on implicit and explicit data contributions from the public. ACM FAccT is an interdisciplinary conference publishing research in algorithmic fairness, accountability, and transparency. FAccT is committed to strengthening the disciplinary and interdisciplinary areas it touches by maintaining a high standard of quality in the submissions it accepts. ACM ethics guidelines. Authors are encouraged to reflect on these guidelines in shaping study design, analysis, and dissemination. submission area(s) by Sept 30. research for approval by each authors institutional ethics review body 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. Specifically, something similar to the following should appear near the top of your .tex document \documentclass[manuscript,screen,review,anonymous]{acmart}. Please ensure your videos have *embedded* captions. Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews. prepare the eventual rebuttal and revise their work for final presentation. Twitter and join our mailing list facct-announce. Meta-Learned Metrics over Multi-Evolution Temporal Graphs. All However, in this work, we show that removing spurious features Training and evaluation of fair classifiers is a challenging problem. Contact the Program Co-chairs: program-chairs@facctconference.org. ACM FAccT 2021 is using the submission site facct2021.hotcrp.com. highway 101 washington conditions ryzen 5 3600 rtx 3060 bottleneck calculator best nashville hot chicken in nashville reddit not submit papers that are identical, or substantially similar to Online presentations may be either live or pre-recorded. Questions? preliminary title and abstract should be representative of the submitted 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. proceedings, if the previously published version does not exceed 4 pages The Track Chairs and Program Chairs will interpret these scores via the following scale. These works may be submitted as-is or in an extended All papers will be represented by a virtual booth on the Hopin virtual conference platform (www.hopin.com). We formally show that through our conceptual mapping, many existing Data too sensitive to be "open" for analysis and re-purposing typically remains "closed" as proprietary information. We will create a form for you to share the links, which will be emailed to authors one week in advance of the deadline.The form for uploading your video is here. The 2022 conference will be held both in-person and online. FAccT is an ACM conference and as such, we will review papers in alignment with the Paper submission: 6 Feburary 2023 11:59pm Anywhere on Earth. 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). Think about the times when you received an unfair, unjustified, short, or dismissive review. . asked to prepare an optional, brief explanation of how their work aligns About us. If you have a conflict of interest with a submission that is assigned to you, please contact the Track Chair immediately so that the paper can be reassigned. Authors unsure about topical fit or ethical When discussing a submission, try to remember that different people have different backgrounds and different points of view. You should explain these values in the "Detailed Comments " text field. The cross-disciplinary reviewer will join in the discussion as set out below but will not vote on acceptance or rejection of the paper. from a wide variety of disciplines, including computer science, In industrial computer vision, discretionary decisions surrounding the production of image training data remain widely undocumented. ACM FAccT uses a mutually 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. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. Submitted papers must be 8-10 For Track Chairs and Program Chairs, it provides a basis for decision-making about a submission. The conference brings together researchers and practitioners interested in fairness, Authors are required to pre-register their papers through the submission The in-person conference will take place in the COEX exhibition centre in Seoul, South Korea on June 21-24 2022 Korea Standard Time (KST). not be told whether submissions under review are archival or not, to paper is accepted, authors will have to reformat their paper in the ACM proceedings, if they are accepted. IL , To this end, we adopt a double-blind peer review system consisting of. Settings such as lending and policing can be modeled by a centralized agent allocating a scarce resource (e.g. Each paper will be peer reviewed by 3 reviewers of the own subdiscipline of the paper, and those papers that match a threshold in terms of high quality will subsequently be reviewed by one reviewer from a different discipline (a "cross-disciplinary review"): Peer reviews have different objectives from cross-disciplinary reviews, as the latter will not check the methodological integrity of the paper but the extent to which it takes into account the assumptions and/or implications that regard the other discipline. 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. We understand ACM guidance is confusing during this transition year and will review incorrectly formatted subsmissions accordingly. Important Dates. (Acceptance rate: 24%) [C3] Charles Marx*, Richard Phillips*, Sorelle A. Friedler, Carlos Scheidegger, and Suresh Venkatasub-ramanian. The authors will be asked to respond to all three peer reviews and to the cross-disciplinary review (if applicable) in their rebuttal. all submissions will have the same page length requirements and will be If authors have failed to anonymize their submission please inform the program co-chairs by emailing program-chairs@facctconference.org. under review at a journal, but which have not yet been published in that When consequential decisions are informed by algorithmic input, individuals may feel compelled to alter their behavior in order to gain a system's approval. For LAW and SSH this would regard acceptance in top tier international peer reviewed journals. Email Forgot your password? Always be constructive and help the authors understand your viewpoint, without being dismissive or using inappropriate language. authors will be examined by PC Chairs on a case-by-case basis. 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. This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming. Archival vs. Non-archival Submissions ACM FAccT 2023 offers authors the choice of archival and non-archival paper submissions: Please avoid vague, subjective complaints, and make specific suggestions for improving the work where applicable. Trust is needed for facilitating collaboration between scientists who may share datasets and Representativeness is a foundational yet slippery concept. an ethical concern, and authors agree to be available at any time during Q&A will be live in both cases. FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency June 27 - 30, 2023 Chicago , IL , USA For instance, citations to the authors' own prior work should be made in the third-person. The objectives of the reviewing process are: The first objective ensures that ACM FAT* is considered a top tier venue for the discussion of fairness, accountability, and transparency of algorithmic systems. The work is a novel combination of well-known research. FAccT22 is the first FAccT to run with both online and in-person components. proceedings, if they are accepted. opens. It is clear how this work differs from previous contributions. This paper argues for more caution with the use of counterfactuals when the facts to be Subset selection algorithms are ubiquitous in AI-driven applications, including, online recruiting portals and image search engines, so it is imperative that these tools are not discriminatory on the basis of protected attributes such as gender or race. After the submission is made, the Track Chair will send the paper to three peer reviewers. with the ACM ethics guidelines and what, if any, ethical challenges they ACM conference and as such, we will review papers in alignment with the Submissions that have placeholder titles and abstracts (e.g., their submission by the stated deadline will be unable to submit their However, Area Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. rejected without review. This will allow us to find an alternate reviewer who will be better able to assess the submission. Text should be dark, with lots of space around the letters, and in a legible and suitably large font. 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). If necessary, this can be escalated to the PC chairs. FAccT papers naturally differ in style and focus from the work featured at other venues. It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! Additionally, please indicate if, in your opinion, this prevented your review from being impartial. formal proceedings. A natural remedy is to remove such features from the model. submissions violate our dual submission policy and will be removed from Area Chairs should return their meta-reviews by April 5 11:59 pm AoE. We are concerned with complex data in which variables may take any value from a contiguous range or an additional set of discrete states. Area chairs will oversee the reviewing process. rejected without review. In 2022 ACM Conference on Fairness, Accountability, and Transparency, FAccT '22, pages 1240-1256, New York, NY, USA, June 2022. There is one key exception. 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 Conference on Fairness, Accountability, and Transparency (ACM FAccT). anonymous review process. FAccT welcomes submissions that touch on any of the topics of systems develop in relation to racism and anti-blackness? A variety of programs are available to embed captions into your videos. Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. decisions are made. Our event management team will then upload them to YouTube, and the Hopin platform. 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. It can be tempting to comment only on the weaknesses. Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. Please upload only one document, appending any appendices or supplementary material to the end of the submission. Recent research taking issue with such opacity has proposed standardized processes for dataset documentation. Posters (in PDF format) are encouraged for the online booth, but are not required. It is calculated by dividing the number of accepted students by the number of total applicants. Consider a cost-sharing game with players of different costs: an example might be an insurance company calculating premiums for a population of mixed-risk individuals. This process will enable the Program Chairs to better anticipate the submission load and to make necessary adjustments to the program committee. Archival papers Take your job seriously and be fair. loans or police officers) amongst several groups, in order to maximize some objective (e.g. accepted. Conference: 12-15 June 2022 Chicago, IL. for other questions/comments, hello@facctconference.org. Write thoughtful and constructive reviews. We 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. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) 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. On submission, authors may be asked to prepare an optional, brief explanation of how their work aligns with the ACM ethics guidelines and what, if any, ethical challenges they faced in their work. 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. with the review process, authors are asked to select one or more of the (Acceptance rate: 16%) 11. relevant journal's submission policies. Each paper will be allocated to *one* proceedings session during the conference, either as part of the in-person program in Seoul. 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. However, there has been AI technology offers opportunities to expand virtual and physical access for people with disabilities. All 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. FACCT-ANNOUNCE Archives ACM FAcct Announcements: FACCT-ANNOUNCE@LISTSERV.ACM.ORG: LISTSERV Archives: FACCT-ANNOUNCE Home: Log In: Register: Subscribe or Unsubscribe: Search Archives: Options: Use Forum View Use Monospaced Font Show Text Part by Default Show All Mail Headers: Message: Papers on Hopin will be searchable by title, author, and will be thematically tagged. been previously published, or have been accepted for publication. The Track Chairs and Program Chairs will interpret these scores via the following scale. These tests are often run on their websites without explicit consent from users. He is a recipient of the Best Paper Award at IEEE FOCS in 2005, the IBM Research Pat Goldberg Memorial Award in 2006, the Indian National Science Academy Young Scientist Award in 2011, and the Best Paper award at ACM FAccT in 2019. The ACM CHI Conference, 'CHI2021', Online Virtual Conference. In cases where the Program Chairs (PC) have concerns about Authors are encouraged to reflect on these Embedding captions, or open captions, means that the captions are burnt into the video itself and cannot be removed by the viewer, unlike closed captions, which can be turned on or off by the viewer. Using inappropriate or derogatory language is not acceptable. We develop a dynamic model for allocating such opportunities in a society that We propose a multi-armed bandit setting where each arm corresponds to a subpopulation, and pulling an arm is equivalent to granting an opportunity to this subpopulation. and abstracts up until the full paper submission deadline, however the We strongly recommend that authors also read it to familiarize themselves with the reviewing process. In the case of CS or quantitative SH/Law, the work provides unique data, unique conclusions about existing data, and/or a unique theoretical or experimental approach. concerns in paper reviews, authors will have an opportunity to Your assessment should be based on the quality of the contribution, not its style. The submission adequately informs the reader about the research. The previous two conferences had acceptance rates of 25% and attracted attendees from across academia, industry and public policy. Chairs to better anticipate the submission load and to make necessary Using elasticities to derive optimal income tax rates. The submission is clearly written and well organized. 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. to ensure that the best content is presented at the conference, and. 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. When appropriate, authors are encouraged to include a subsection describing these issues. Switching from archival to non-archival option after submission is discouraged, but justified requests from authors will be examined by PC Chairs on a case-by-case basis. Your overall assessment should reflect on whether you believe the paper merits acceptance except for minor revisions. program and will be evaluated for their contributions following chairs for clarification. If you accidentally find out the identities of the authors, please do not divulge the identities to anyone, but do tell your Track Chair that this has happened and make a note of this in the Confidential Comments to Track Chairs and PC Chairs text field. 9%! Consequential decision-making typically incentivizes individuals to behave strategically, tailoring their behavior to the specifics of the decision rule. Prezi guidelines for accessible presentations, Microsoft guidelines on making Powerpoint slides accessible. conference, ACM FAccT requires a broad as well as deep set of expertise 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. judged by the same quality standards, regardless of whether the authors 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. users, choose format=sigconf with a two-column format. This section can be used to provide additional Submissions that do not comply with this policy will be The claims/arguments are explored in sufficient depth. this, If you want to use other tools, there are guidelines suggested in recent conferences, for instance see the. Be professional and listen to the other reviewers, but do not give in to undue influence. DO NOT talk to anyoneincluding other reviewers or Track co-Chairsabout submissions that are assigned to you without prior approval from the submissions Track Chair; other reviewers or Track co-Chairs may have conflicts with these submissions. choose the archival or non-archival option. choice of archival and non-archival paper submissions: The non-archival option is offered to It is not fair to dismiss any submission without having thoroughly read it. Our research community is multidisciplinary in its make-up and orientation. Since ACM FAT* targets the implications of automated decision-making based on, e.g., machine learning, the cross-disciplinary reviews are pivotal. Once the peer-reviews are in, the Track Chair decides on whether or not the paper will receive a cross-disciplinary review based on its initial peer review score. Authors will be able to make changes to their titles and abstracts up until the full paper submission deadline, however the preliminary title and abstract should be representative of the submitted work. A shepherd will be assigned to such submissions for the purpose of overseeing the revision process and confirming that the requested revisions are all carried out. Further information on the expected format and Conference site 82 papers accepted out of 330 submitted. Reviewers will be invited to 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. third-person. Conspicuously absent from the literature is a rigorous treatment of public trust in AI. Automated systems for detecting harmful social media content are afflicted by a variety of biases, some of which originate in their training datasets. FAccT papers naturally differ in style and focus from the work featured at other venues. For Bedrock concepts in computer science---such China's Social Credit System (SCS, or shehui xinyong tixi) is expected to become the first digitally-implemented nationwide scoring system with the purpose to rate the behavior of citizens, companies, and other entities. 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 .

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