Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling

7 July 2021

Papers citing "Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling"

24 / 74 papers shown

Title
Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts Shrey Gupta Anmol Agarwal Manas Gaur Kaushik Roy Vignesh Narayanan Ponnurangam Kumaraguru Amit P. Sheth AI4MH 14 34 0 27 May 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation Prakhar Gupta Harsh Jhamtani Jeffrey P. Bigham 41 12 0 19 May 2022
Robust Conversational Agents against Imperceptible Toxicity Triggers Ninareh Mehrabi Ahmad Beirami Fred Morstatter Aram Galstyan AAML 11 32 0 05 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 31 3,475 0 02 May 2022
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems Caleb Ziems Jane A. Yu Yi-Chia Wang A. Halevy Diyi Yang 13 92 0 06 Apr 2022
PanGu-Bot: Efficient Generative Dialogue Pre-training from Pre-trained Language Model Fei Mi Yitong Li Yulong Zeng Jingyan Zhou Yasheng Wang Chuanfei Xu Lifeng Shang Xin Jiang Shiqi Zhao Qun Liu ALM 37 18 0 31 Mar 2022
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges Shikib Mehri Jinho Choi L. F. D’Haro Jan Deriu M. Eskénazi ... David Traum Yi-Ting Yeh Zhou Yu Yizhe Zhang Chen Zhang 28 21 0 18 Mar 2022
Beyond Plain Toxic: Detection of Inappropriate Statements on Flammable Topics for the Russian Language N. Babakov V. Logacheva Alexander Panchenko 24 3 0 04 Mar 2022
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation Chujie Zheng Sahand Sabour Jiaxin Wen Zheng Zhang Minlie Huang 14 55 0 26 Feb 2022
Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks Jingyan Zhou Deng Jiawen Fei Mi Yitong Li Yasheng Wang Minlie Huang Xin Jiang Qun Liu H. Meng 25 31 0 16 Feb 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 58 181 0 14 Feb 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 11 1,553 0 20 Jan 2022
COLD: A Benchmark for Chinese Offensive Language Detection Deng Jiawen Jingyan Zhou Hao-Lun Sun Chujie Zheng Fei Mi Helen M. Meng Minlie Huang 19 97 0 16 Jan 2022
A Word on Machine Ethics: A Response to Jiang et al. (2021) Zeerak Talat Hagen Blix Josef Valvoda M. I. Ganesh Ryan Cotterell Adina Williams SyDa FaML 88 39 0 07 Nov 2021
Few-Shot Bot: Prompt-Based Learning for Dialogue Systems Andrea Madotto Zhaojiang Lin Genta Indra Winata Pascale Fung 35 81 0 15 Oct 2021
SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures Megan Ung Jing Xu Y-Lan Boureau 6 47 0 14 Oct 2021
ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI A. C. Curry Gavin Abercrombie Verena Rieser 24 79 0 20 Sep 2021
Refocusing on Relevance: Personalization in NLG Shiran Dudy Steven Bedrick Bonnie Webber 47 26 0 10 Sep 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 6 127 0 11 Aug 2021
Beyond Goldfish Memory: Long-Term Open-Domain Conversation Jing Xu Arthur Szlam Jason Weston RALM 8 244 0 15 Jul 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 257 374 0 28 Feb 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola E. Kochkina Lin Gui Maria Liakata Yulan He 85 31 0 16 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 267 1,808 0 14 Dec 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 206 615 0 03 Sep 2019