Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation

4 December 2022

Jiale Cheng

Lifeng Shang

Papers citing "Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation"

36 / 36 papers shown

Title
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training Yuxian Gu Jiaxin Wen Hao Sun Yi Song Pei Ke ... Zheng Zhang Jianzhu Yao Lei Liu Xiaoyan Zhu Minlie Huang 61 55 0 17 Mar 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 Helen Meng 54 31 0 16 Feb 2022
Red Teaming Language Models with Language Models Ethan Perez Saffron Huang Francis Song Trevor Cai Roman Ring John Aslanides Amelia Glaese Nat McAleese G. Irving AAML 73 627 0 07 Feb 2022
COLD: A Benchmark for Chinese Offensive Language Detection Deng Jiawen Jingyan Zhou Hao Sun Chujie Zheng Fei Mi Helen M. Meng Minlie Huang 55 103 0 16 Jan 2022
Automatically Exposing Problems with Neural Dialog Models Dian Yu Kenji Sagae 84 9 0 14 Sep 2021
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation Chujie Zheng Minlie Huang 80 44 0 14 Sep 2021
EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training Hao Zhou Pei Ke Zheng Zhang Yuxian Gu Yinhe Zheng ... Xiaocong Yang Bosi Wen Xiaoyan Zhu Minlie Huang Jie Tang 31 54 0 03 Aug 2021
Assessing Political Prudence of Open-domain Chatbots Yejin Bang Nayeon Lee Etsuko Ishii Andrea Madotto Pascale Fung 56 24 0 11 Jun 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 96 369 0 07 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 209 3,336 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 480 3,952 0 18 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 287 380 0 28 Feb 2021
HateCheck: Functional Tests for Hate Speech Detection Models Paul Röttger B. Vidgen Dong Nguyen Zeerak Talat Helen Z. Margetts J. Pierrehumbert 65 263 0 31 Dec 2020
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 62 232 0 14 Oct 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 116 1,168 0 24 Sep 2020
The Radicalization Risks of GPT-3 and Advanced Neural Language Models Kris McGuffie Alex Newhouse 52 150 0 15 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 87 398 0 14 Sep 2020
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang Wenquan Wu Zhen Guo Zhibin Liu Xinchao Xu 68 137 0 30 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 548 41,106 0 28 May 2020
Chat as Expected: Learning to Manipulate Black-box Neural Dialogue Models Haochen Liu Zhiwei Wang Hanyu Wang Jiliang Tang AAML 79 15 0 27 May 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 113 1,001 0 28 Apr 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 71 979 0 20 Apr 2020
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills Eric Michael Smith Mary Williamson Kurt Shuster Jason Weston Y-Lan Boureau 55 223 0 17 Apr 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 106 966 0 04 Dec 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 151 1,515 0 01 Nov 2019
Say What I Want: Towards the Dark Side of Neural Dialogue Models Haochen Liu Hanyu Wang Zitao Liu Jiliang Tang 70 16 0 13 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 107 1,239 0 11 Sep 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 254 631 0 03 Sep 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 102 856 0 20 Aug 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack Emily Dinan Samuel Humeau Bharath Chintagunta Jason Weston 54 244 0 17 Aug 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 157 3,133 0 22 Apr 2019
Wizard of Wikipedia: Knowledge-Powered Conversational agents Emily Dinan Stephen Roller Kurt Shuster Angela Fan Michael Auli Jason Weston RALM KELM 99 942 0 03 Nov 2018
Detecting egregious responses in neural sequence-to-sequence models Tianxing He James R. Glass AAML 51 22 0 11 Sep 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 138 1,604 0 13 May 2018
Texygen: A Benchmarking Platform for Text Generation Models Yaoming Zhu Sidi Lu Lei Zheng Jiaxian Guo Weinan Zhang Jun Wang Yong Yu 84 671 0 06 Feb 2018
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 121 4,596 0 06 Jul 2016