The Radicalization Risks of GPT-3 and Advanced Neural Language Models

15 September 2020

Papers citing "The Radicalization Risks of GPT-3 and Advanced Neural Language Models"

24 / 74 papers shown

Title
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models Wei Ping Ming-Yu Liu Chaowei Xiao P. Xu M. Patwary M. Shoeybi Bo-wen Li Anima Anandkumar Bryan Catanzaro 25 65 0 08 Feb 2022
Ethics, Rules of Engagement, and AI: Neural Narrative Mapping Using Large Transformer Language Models Philip G. Feldman Aaron Dant D. Rosenbluth AI4CE 14 1 0 05 Feb 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection Suchin Gururangan Dallas Card Sarah K. Drier E. K. Gade Leroy Z. Wang Zeyu Wang Luke Zettlemoyer Noah A. Smith 175 74 0 25 Jan 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 50 1,561 0 20 Jan 2022
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics Ximing Lu Sean Welleck Peter West Liwei Jiang Jungo Kasai ... Lianhui Qin Youngjae Yu Rowan Zellers Noah A. Smith Yejin Choi 11 158 0 16 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 27 3 0 13 Dec 2021
Ethical and social risks of harm from Language Models Laura Weidinger John F. J. Mellor Maribeth Rauh Conor Griffin J. Uesato ... Lisa Anne Hendricks William S. Isaac Sean Legassick G. Irving Iason Gabriel PILM 35 985 0 08 Dec 2021
Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection Maarten Sap Swabha Swayamdipta Laura Vianna Xuhui Zhou Yejin Choi Noah A. Smith 46 268 0 15 Nov 2021
Artificial Text Detection via Examining the Topology of Attention Maps Laida Kushnareva D. Cherniavskii Vladislav Mikhailov Ekaterina Artemova S. Barannikov A. Bernstein Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 51 49 0 10 Sep 2021
TruthfulQA: Measuring How Models Mimic Human Falsehoods Stephanie C. Lin Jacob Hilton Owain Evans HILM 57 1,750 0 08 Sep 2021
On the Multilingual Capabilities of Very Large-Scale English Language Models Jordi Armengol-Estapé Ona de Gibert Bonet Maite Melero ELM LRM 19 34 0 30 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 21 128 0 11 Aug 2021
Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management Cécile Logé Emily L. Ross D. Dadey Saahil Jain A. Saporta A. Ng Pranav Rajpurkar 24 22 0 03 Aug 2021
An Evaluation of Generative Pre-Training Model-based Therapy Chatbot for Caregivers Lu Wang Munif Ishad Mujib Jake Williams G. Demiris Jina Huh-Yoo AI4MH 32 32 0 28 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 40 236 0 29 Jun 2021
Strategyproof Learning: Building Trustworthy User-Generated Datasets Sadegh Farhadkhani R. Guerraoui L. Hoang FedML 38 7 0 04 Jun 2021
Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments L. Hoang Louis Faucon A. Jungo S. Volodin D. Papuc ... Felix Grimberg Vlad Nitu Christine Vossen Sébastien Rouault El-Mahdi El-Mhamdi 51 13 0 29 May 2021
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts Alisa Liu Maarten Sap Ximing Lu Swabha Swayamdipta Chandra Bhagavatula Noah A. Smith Yejin Choi MU 26 359 0 07 May 2021
Analyzing COVID-19 Tweets with Transformer-based Language Models Philip G. Feldman Sim Tiwari Charissa S. L. Cheah James R. Foulds Shimei Pan LM&MA 97 9 0 20 Apr 2021
In Defense of the Paper Owen Lockwood 17 0 0 16 Apr 2021
Detecting Hate Speech with GPT-3 Ke-Li Chiu Annie Collins Rohan Alexander AILaw 25 108 0 23 Mar 2021
Investigating Memorization of Conspiracy Theories in Text Generation Sharon Levy Michael Stephen Saxon Wei Wang 11 18 0 02 Jan 2021
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 37 1,132 0 24 Sep 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 377 0 26 Jun 2020