Changing the World by Changing the Data

28 May 2021

Papers citing "Changing the World by Changing the Data"

20 / 20 papers shown

Title
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 68 20 0 14 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 66 5 0 19 Apr 2024
Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs Chenyang Yang Rishabh Rustogi Rachel A. Brower-Sinning Grace A. Lewis Christian Kastner Tongshuang Wu KELM 38 12 0 14 Oct 2023
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Chenyu You Boyang Albert Li Lidong Bing 26 233 0 20 Dec 2022
A Major Obstacle for NLP Research: Let's Talk about Time Allocation! Katharina Kann Shiran Dudy Arya D. McCarthy 25 1 0 30 Nov 2022
Back to the Future: On Potential Histories in NLP Zeerak Talat Anne Lauscher AI4TS 30 4 0 12 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 30 31 0 30 Sep 2022
Lutma: a Frame-Making Tool for Collaborative FrameNet Development Tiago Timponi Torrent Arthur Lorenzi E. Matos Frederico Belcavello Marcelo Viridiano Maucha Gamonal 19 1 0 24 May 2022
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations Roy Schwartz Gabriel Stanovsky 37 26 0 27 Apr 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 16 33 0 30 Mar 2022
Jury Learning: Integrating Dissenting Voices into Machine Learning Models Mitchell L. Gordon Michelle S. Lam J. Park Kayur Patel Jeffrey T. Hancock Tatsunori Hashimoto Michael S. Bernstein 27 146 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 43 5 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 112 20 0 11 Nov 2021
Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP Anna Rogers Timothy Baldwin Kobi Leins 104 64 0 14 Sep 2021
Competency Problems: On Finding and Removing Artifacts in Language Data Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 171 107 0 17 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 262 374 0 28 Feb 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,824 0 14 Dec 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 220 189 0 03 May 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 223 618 0 03 Sep 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 242 320 0 21 Aug 2019