Changing the World by Changing the Data

Annual Meeting of the Association for Computational Linguistics (ACL), 2021

28 May 2021

Papers citing "Changing the World by Changing the Data"

50 / 50 papers shown

Title
Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Ngan Tran Haihua Chen Ana Cleveland Yuhan Zhou AI4CE 37 0 0 28 Jun 2025
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning Claire Barale Michael Rovatsos Nehal Bhuta FaML AILaw ELM 94 1 0 04 Jun 2025
We Need to Measure Data Diversity in NLP -- Better and Broader Dong Nguyen Esther Ploeger 137 0 0 26 May 2025
Highlighting Case Studies in LLM Literature Review of Interdisciplinary System ScienceApplied Informatics (AI), 2025 Lachlan McGinness Peter Baumgartner 126 3 0 16 Mar 2025
Speciesism in Natural Language Processing ResearchAI and Ethics (AI & Ethics), 2024 Masashi Takeshita Rafal Rzepka 100 3 0 18 Oct 2024
AI Research is not Magic, it has to be Reproducible and Responsible: Challenges in the AI field from the Perspective of its PhD Students Andrea Hrckova Jennifer Renoux Rafael Tolosana Calasanz Daniela Chuda Martin Tamajka Jakub Simko 76 0 0 13 Aug 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre Robert Mahari Ariel N. Lee Campbell Lund Hamidah Oderinwale ... Hanlin Li Daphne Ippolito Sara Hooker Jad Kabbara Sandy Pentland 221 55 0 20 Jul 2024
Data, Data Everywhere: A Guide for Pretraining Dataset Construction Jupinder Parmar Shrimai Prabhumoye Pritam Gundecha Bo Liu Aastha Jhunjhunwala Zhilin Wang M. Patwary Mohammad Shoeybi Bryan Catanzaro 182 11 0 08 Jul 2024
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models Aparna Elangovan Ling Liu Lei Xu S. Bodapati Dan Roth ELM 157 17 0 28 May 2024
Navigating LLM Ethics: Advancements, Challenges, and Future DirectionsAI and Ethics (AI & Ethics), 2024 Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 323 45 0 14 May 2024
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies Rock Yuren Pang Sebastin Santy René Just Katharina Reinecke 128 18 0 10 May 2024
Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? Shayne Longpre Robert Mahari Naana Obeng-Marnu William Brannon Tobin South Katy Gero Sandy Pentland Jad Kabbara 173 15 0 19 Apr 2024
The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI Shayne Longpre Robert Mahari Anthony Chen Naana Obeng-Marnu Damien Sileo ... K. Bollacker Tongshuang Wu Luis Villa Sandy Pentland Sara Hooker 138 79 0 25 Oct 2023
Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs Chenyang Yang Rishabh Rustogi Rachel A. Brower-Sinning Grace A. Lewis Jane Hsieh Tongshuang Wu KELM 141 13 0 14 Oct 2023
To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sireesh Gururaja Amanda Bertsch Clara Na D. Widder Emma Strubell 109 5 0 11 Oct 2023
Cura: Curation at Social Media Scale Wanrong He Mitchell L. Gordon Lindsay Popowski Michael S. Bernstein 144 15 0 26 Aug 2023
The timing bottleneck: Why timing and overlap are mission-critical for conversational user interfaces, speech recognition and dialogue systemsSIGDIAL Conferences (SIGDIAL), 2023 Andreas Liesenfeld Alianda Lopez Mark Dingemanse 174 9 0 28 Jul 2023
Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generatorsInternational Conference on Conversational User Interfaces (CUI), 2023 Andreas Liesenfeld Alianda Lopez Mark Dingemanse ALM 115 104 0 08 Jul 2023
Reproducibility in NLP: What Have We Learned from the Checklist?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Ian H. Magnusson Noah A. Smith Jesse Dodge 91 13 0 16 Jun 2023
NLPositionality: Characterizing Design Biases of Datasets and ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Sebastin Santy Jenny T Liang Ronan Le Bras Katharina Reinecke Maarten Sap 184 102 0 02 Jun 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & ToxicityNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 199 193 0 22 May 2023
The Role of Data Curation in Image CaptioningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Wenyan Li Jonas F. Lotz Chen Qiu Desmond Elliott DiffM 132 8 0 05 May 2023
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetNeural Information Processing Systems (NeurIPS), 2023 Hugo Laurenccon Lucile Saulnier Thomas Wang Christopher Akiki Albert Villanova del Moral ... Violette Lepercq Suzana Ilić Margaret Mitchell Sasha Luccioni Yacine Jernite AI4CE AILaw 126 191 0 07 Mar 2023
The ROOTS Search Tool: Data Transparency for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Aleksandra Piktus Christopher Akiki Paulo Villegas Hugo Laurenccon Gérard Dupont A. Luccioni Yacine Jernite Anna Rogers VLM 163 35 0 27 Feb 2023
Is GPT-3 a Good Data Annotator?Annual Meeting of the Association for Computational Linguistics (ACL), 2022 Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq Joty Boyang Albert Li Lidong Bing 202 288 0 20 Dec 2022
A Major Obstacle for NLP Research: Let's Talk about Time Allocation!Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Katharina Kann Shiran Dudy Arya D. McCarthy 121 2 0 30 Nov 2022
Back to the Future: On Potential Histories in NLP Zeerak Talat Anne Lauscher AI4TS 140 4 0 12 Oct 2022
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval BenchmarksFindings (Findings), 2022 Pedro Rodriguez Mahmoud Azab Becka Silvert Renato Sanchez Linzy Labson Hardik Shah Seungwhan Moon 152 1 0 10 Oct 2022
On the Impossible Safety of Large AI Models El-Mahdi El-Mhamdi Sadegh Farhadkhani R. Guerraoui Nirupam Gupta L. Hoang Rafael Pinot Sébastien Rouault John Stephan 237 36 0 30 Sep 2022
BigBIO: A Framework for Data-Centric Biomedical Natural Language ProcessingNeural Information Processing Systems (NeurIPS), 2022 Jason Alan Fries Leon Weber Natasha Seelam Gabriel Altay Debajyoti Datta ... Minh Chien Vu Trishala Neeraj Jonas Golde Albert Villanova del Moral Benjamin Beilharz LM&MA 192 53 0 30 Jun 2022
Towards Lexical Gender Inference: A Scalable Methodology using Online Databases Marion Bartl Susan Leavy 62 1 0 28 Jun 2022
Lutma: a Frame-Making Tool for Collaborative FrameNet Development Haiyue Song Arthur Lorenzi E. Matos Frederico Belcavello Marcelo Viridiano Maucha Gamonal 68 1 0 24 May 2022
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for MalteseWorkshop on Deep Learning Approaches for Low-Resource Natural Language Processing (ALNLP), 2022 Kurt Micallef Albert Gatt Marc Tanti Lonneke van der Plas Claudia Borg 134 31 0 21 May 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification David Harbecke Yuxuan Chen Leonhard Hennig Christoph Alt 91 25 0 19 May 2022
Data Governance in the Age of Large-Scale Data-Driven Language TechnologyConference on Fairness, Accountability and Transparency (FAccT), 2022 Yacine Jernite Huu Nguyen Stella Biderman A. Rogers Maraim Masoud ... Jorg Frohberg Aaron Gokaslan Peter Henderson Rishi Bommasani Margaret Mitchell 138 54 0 04 May 2022
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations Roy Schwartz Gabriel Stanovsky 152 30 0 27 Apr 2022
Neural Pipeline for Zero-Shot Data-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zdeněk Kasner Ondrej Dusek 91 36 0 30 Mar 2022
When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data AugmentationFindings (Findings), 2022 Ehsan Kamalloo Mehdi Rezagholizadeh A. Ghodsi 108 11 0 17 Mar 2022
Building and curating conversational corpora for diversity-aware language science and technologyInternational Conference on Language Resources and Evaluation (LREC), 2022 Andreas Liesenfeld Mark Dingemanse 138 5 0 07 Mar 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated TextJournal of Artificial Intelligence Research (JAIR), 2022 Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 396 213 0 14 Feb 2022
Jury Learning: Integrating Dissenting Voices into Machine Learning ModelsInternational Conference on Human Factors in Computing Systems (CHI), 2022 Mitchell L. Gordon Michelle S. Lam Cristina Mata Kayur Patel Jeffrey T. Hancock Tatsunori Hashimoto Michael S. Bernstein 160 171 0 07 Feb 2022
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking Ronen Tamari Kyle Richardson Aviad Sar-Shalom Noam Kahlon Nelson F. Liu Reut Tsarfaty Dafna Shahaf 195 6 0 30 Nov 2021
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets Ann Yuan Daphne Ippolito Vitaly Nikolaev Chris Callison-Burch Andy Coenen Sebastian Gehrmann SyDa 256 24 0 11 Nov 2021
No News is Good News: A Critique of the One Billion Word Benchmark Yanqing Liu G. Wang Jeffrey Hui Lei He 50 5 0 25 Oct 2021
DAG Card is the new Model Card Jacopo Tagliabue Ville Tuulos C. Greco Valay Dave SyDa 144 13 0 24 Oct 2021
The Dangers of Underclaiming: Reasons for Caution When Reporting How NLP Systems Fail Sam Bowman OffRL 221 47 0 15 Oct 2021
Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark Joel Niklaus Ilias Chalkidis Matthias Sturmer ELM AILaw 95 84 0 02 Oct 2021
Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP Anna Rogers Timothy Baldwin Kobi Leins 185 68 0 14 Sep 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading ComprehensionACM Computing Surveys (CSUR), 2021 Anna Rogers Matt Gardner Isabelle Augenstein 215 181 0 27 Jul 2021
Annotation Curricula to Implicitly Train Non-Expert AnnotatorsComputational Linguistics (CL), 2021 Ji-Ung Lee Jan-Christoph Klie Iryna Gurevych 155 13 0 04 Jun 2021