questions. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. Abstract submission: 30 January 2023 11:59pm Anywhere on Earth. It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! insufficiently addressed issues in computing such as: How do algorithmic Paper authors who travel to Seoul will present in an in-person proceedings session in the Seoul program. Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. That said, if you think the other reviewers are not correct, you are not required to change your mind. He. For example, if College A has 100,000 applicants and accepts 5,000 students, their acceptance rate is 5%. 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. All In 2022 ACM Conference on Fairness, Accountability, and Transparency, FAccT '22, pages 1240-1256, New York, NY, USA, June 2022. 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. 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. that (1) describe experiments with users and/or deployed systems (e.g., While it allows sellers to increase their profits, it also raises several concerns in terms of fairness. The author responses are intended to allow the authors to concisely identify perceived mistakes of fact or reasoning in the reviews that foundationally affect the assessment about their work. rejected without review. Twitter and join our mailing list facct-announce. The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. Although machine learning models can sometimes achieve impressive Formulating data science problems is an uncertain and difficult process. Please describe and consider the strengths of the submission. Weve marked the sections of this document with . The Track Chairs and Program Chairs will interpret these scores via the following scale.
judiciously. 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 using LaTeX, please use the template given in sample-manuscript.tex when downloading the latest version of the ACM LaTeX documents. Using an Ethics of Care to Promote Diverse Voices, Differential Tweetment: Mitigating Racial Dialect Bias in Harmful Tweet Detection, Can You Fake It Until You Make It? Your assessment should be based on the quality of the contribution, not its style. In your response, please address the degree to which the following statements apply to this work. To this end, we adopt a double-blind peer review system consisting of. personal and professional concern, but also a perennial focus of FAccT option after submission is discouraged but justified requests from If you need to cite existing work to justify one of your comments, please be as precise as possible and give a complete citation. KDD 2022 (acceptance rate: 14.99%) L. Zheng, J. Xiong, Y. Zhu, and J. in length. Archival papers Furthermore, reviewers will references . Although you may have the opportunity to review this rebuttal and revise your recommendation, generally speaking, your overall assessment should reflect on whether you believe the paper merits acceptance except for minor revisions. other forms of injustice, in society generally and within the field of Authors are also responsible for ensuring that submitting to FAccT would not be in violation of the relevant journal's submission policies. choose the archival or non-archival option. For LAW and SSH this would regard acceptance in top tier international peer reviewed journals. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. Algorithmic oppression is then situated through a Black feminist lens part of which entails highlighting the double bind of technology.
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. ethical considerations. Providing thorough peer reviews/cross-reviews for the authors to. 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. Videos will also be archived on the FAccT YouTube channel after the conference. Authors unsure about topical fit or ethical issues are welcome to contact the PC. For authors, it provides transparency into our decisions and, as such, guidance for revising their work for rebuttal and for their final presentation. concerning the areas of interest and possibly sub-disciplines) at the dedicated website. Area chairs will oversee the reviewing process. Our research community is multidisciplinary in its make-up and orientation. They should be respected and taken into account, but their comments should not be confused with the peer review.
After all, risk Kearns, Neel, Roth, and Wu [ICML 2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming. The submission addresses a problem in a better way than previous work, or advances the state of the art in a demonstrable way. If necessary, this can be escalated to the PC chairs. Ask yourself, Do the other reviewers' comments make sense?" ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . Upon acceptance, the titles, authorship, and abstracts of 9. subscribe to community norms. websites or apps), or (2) rely on sensitive user data (e.g., social This section can be used to provide additional context but not reduce a submission's chance of acceptance. published short papers or abstracts, even if they appeared in formal ACM FAccT uses a mutually Take your job seriously and be fair. Each paper will be reviewed by members of the program committee. A huge amount of effort goes into reviews. 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. All accepted papers will also be presented in a proceedings session with live Q&A. 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. You should not let the authors identities influence your decision in any way. Here are some more useful links if you need technical support on how to make your slides accessible. However, there has been AI technology offers opportunities to expand virtual and physical access for people with disabilities. Chairs to better anticipate the submission load and to make necessary To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. 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. : Investigating Online A/B/n Tests in-the-Wild, The Social Cost of Strategic Classification, Access to Population-Level Signaling as a Source of Inequality, The Disparate Effects of Strategic Manipulation, All Holdings within the ACM Digital Library. Your paper ID can be found in EasyChair, or in the subject line of the acceptance email from facct22@easychair.org (sent in early April). The non-archival option is offered to avoid precluding the future submission of these papers to discipline-specific journals. paper is accepted, authors will have to reformat their paper in the ACM 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. Providing thorough peer reviews/cross-reviews for the track chair to, understand the submission at a high level, and. The claims/arguments are explored in sufficient depth. 2nd FATREC Workshop: Responsible Recommendation. 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. (Acceptance rate: 16%) 11. This means that you provide your preferences (a.o. Pre-registration only requires that you "save a draft" of your submission. #FAccT2023 will appear in the published proceedings of the conference, if they are 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. Fairness, Accountability, and Transparency (FAccT) for socio-tech- nicalsystemshasbeenathrivingareaofresearchinrecentyears.An ACM conference bearing the same name has been the central venue for scholars in this area to come together, provide peer feedback to one another, and publish their work. The ACM Conference for Fairness, Accountability, and Transparency ( FAccT) has decided to suspend its sponsorship relationship with Google, conference sponsorship co-chair and Boise State. He was elected an ACM Fellow in 2019. 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. This process will enable the Program Chairs to better anticipate the submission load and to make necessary adjustments to the program committee. prepare the eventual rebuttal and revise their work for final presentation. Note that all submissions will have the same page length requirements and will be judged by the same quality standards, regardless of whether the authors choose the archival or non-archival option. Authors are not required or expected to submit a response. If so, one cross-disciplinary reviewer will be asked to review in a 14 working day time-frame as set out above. Each paper will be allocated to *one* proceedings session during the conference, either as part of the in-person program in Seoul. format. 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. Under no circumstances should you attempt to find out the identities of the authors for any of your assigned submissions (e.g., by searching on Google or arXiv). How can perspectives and tools from In such applications, individuals should have the ability to change the decision of the model. U.S. policy starts showing an interest in AI the same reviewing rubric as all papers. The third annual ACM FAT* Conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. This booth will collect all resources (pre-recorded videos, poster, the paper itself) associated with the paper to be accessed asynchronously by all registered members of the conference, who can leave questions and comments. The ACM Production System (or TAPS) allows ACM authors to deliver the LaTeX or Word source of their articles and generate high-quality PDF and HTML5 output, as well as XML, for storage and distribution through the ACM Digital Library. Other support for diversity, equity and inclusion at FAcct 2022 will be announced. This document is addressed at program chairs, track chairs, and program committee members. This process will enable the Program learnings from this optional experiment to guide FAccT conference work The ACM Digital Library is published by the Association for Computing Machinery. third-person. Such questions are not only a matter of 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. preliminary title and abstract should be representative of the submitted It will help the Area Chairs and Program Chairs decide whether to accept the submissions. The ACM CHI Conference, 'CHI2021', Online Virtual Conference. Papers will be matched to reviewers with appropriate expertise based on these designations and the paper abstract. deadlines are at 11:59 PM Anywhere On Earth on the given date. 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. Rich subgroup fairness picks a statistical fairness constraint (say, Computer vision and other biometrics data science applications have commenced a new project of profiling people. Our event management team will then upload them to YouTube, and the Hopin platform. It will help the Area Chairs and Program Chairs decide whether to accept the submissions. (27.9% acceptance rate). 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. 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). anonymous review process. Using inappropriate or derogatory language is not acceptable. submission. Confidentiality of submitted material will be 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. New York, NY, Feb. 25, 2021 (GLOBE NEWSWIRE) -- The 2021 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT), to be held virtually from March 3-10, brings together. Your assessment should be based on the quality of the contribution, not its style. The Overall Score for each submission should reflect your assessment of the submissions contributions. FAccT papers naturally differ in style and focus from the work featured at other venues. consider dimensions beyond individual decisions, including equity For questions relating to the organization of the conference as a whole, contact general-chairs@facctconference.org. 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 also provides transparency and guidance to authors interested in improving their work for the ACM FAT* audience. Email Forgot your password? When consequential decisions are informed by algorithmic input, individuals may feel compelled to alter their behavior in order to gain a system's approval. 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. soundness and justification of the submission, just as it does its choice of archival and non-archival paper submissions: The non-archival option is offered to We have assessed travel intentions from most of our authors, and (depending on funding) up to 55% intend to travel to Seoul. accepted. FAccT (previously FAT*) is dedicated to the inherent risks that come with the increasing adoption of data-driven algorithmic decision making systems in socially consequential domains such as policing, criminal justice, health care and education. Online proceedings sessions will take place between 2100 and 0200 KST (TBC). June 12-15, 2023 in Chicago, USA. discipline-specific journals. The Overall Score for each submission should reflect your assessment of the submissions contributions. 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. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). To this end, highway 101 washington conditions ryzen 5 3600 rtx 3060 bottleneck calculator best nashville hot chicken in nashville reddit relevant journal's submission policies. This paper critically examines arguments against independence, a measure of group fairness also known as statistical parity and as demographic parity. : How Externalities of Size Complicate Notions of Solidarity and Actuarial Fairness, Removing Spurious Features can Hurt Accuracy and Affect Groups Disproportionately, Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information, Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies, The Use and Misuse of Counterfactuals in Ethical Machine Learning, Mitigating Bias in Set Selection with Noisy Protected Attributes, What We Can't Measure, We Can't Understand: Challenges to Demographic Data Procurement in the Pursuit of Fairness, Standardized Tests and Affirmative Action: The Role of Bias and Variance, The Sanction of Authority: Promoting Public Trust in AI, Algorithmic Fairness in Predicting Opioid Use Disorder using Machine Learning, Avoiding Disparity Amplification under Different Worldviews, Spoken Corpora Data, Automatic Speech Recognition, and Bias Against African American Language: The case of Habitual 'Be', All Holdings within the ACM Digital Library. If you have a question about the reviewing system, your primary point of contact should be the PC Chairs. Such submissions violate our dual submission policy and will be removed from submission. 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. The research community is young but growing fast. 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. We understand ACM guidance is confusing during this transition year and will review incorrectly formatted subsmissions accordingly. with the review process, authors are asked to select one or more of the Try not be that reviewer! The submission adequately informs the reader about the research. The growing volume of digital data stimulates the adoption of recommender systems in different socioeconomic domains, including news industries. Although it is only in its fifth year, FAccT has rapidly become the premiere ACM FAccT maintains the confidentiality of submitted material. Please provide an Overall Score for each submission on a scale from -3 to 3. Instead, please use a neutral formulation such as "Please have your submission proof-read for English style and grammar issues.".
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