Title
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation Chujie Zheng Minlie Huang 64 44 0 14 Sep 2021
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions Mohammad Aliannejadi Julia Kiseleva A. Chuklin Jeffrey Stephen Dalton Andrey Kravchenko 79 97 0 13 Sep 2021
Empirical Analysis of Training Strategies of Transformer-based Japanese Chit-chat Systems Hiroaki Sugiyama M. Mizukami Tsunehiro Arimoto Hiromi Narimatsu Yuya Chiba Hideharu Nakajima Toyomi Meguro 129 49 0 11 Sep 2021
Enhancing Self-Disclosure In Neural Dialog Models By Candidate Re-ranking Mayank Soni Benjamin R. Cowan Vincent P. Wade 42 4 0 10 Sep 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers Boseop Kim Hyoungseok Kim Sang-Woo Lee Gichang Lee Donghyun Kwak ... Jaewook Kang Inho Kang Jung-Woo Ha W. Park Nako Sung VLM 249 121 0 10 Sep 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta Namit Katariya X. Amatriain Anitha Kannan LM&MA MedIm 136 150 0 09 Sep 2021
Fusing task-oriented and open-domain dialogues in conversational agents Tom Young Frank Xing Vlad Pandelea Jinjie Ni Min Zhang 24 60 0 09 Sep 2021
TruthfulQA: Measuring How Models Mimic Human Falsehoods Stephanie C. Lin Jacob Hilton Owain Evans HILM 62 1,750 0 08 Sep 2021
Proto: A Neural Cocktail for Generating Appealing Conversations Sougata Saha Souvik Das Elizabeth Soper Erin Pacquetet Rohini Srihari 26 12 0 06 Sep 2021
Detecting Speaker Personas from Conversational Texts Jia-Chen Gu Zhen-Hua Ling Yu-Huan Wu Quan Liu Zhigang Chen Xiao-Dan Zhu 24 16 0 03 Sep 2021
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts Ashutosh Baheti Maarten Sap Alan Ritter Mark O. Riedl 26 84 0 26 Aug 2021
Viola: A Topic Agnostic Generate-and-Rank Dialogue System Hyundong Justin Cho Basel Shbita K. Shenoy Shuai Liu Nikhil Patel Hitesh Pindikanti Jennifer Lee Jonathan May 19 2 0 25 Aug 2021
Knowledge-Grounded Dialogue Flow Management for Social Robots and Conversational Agents Lucrezia Grassi Carmine Tommaso Recchiuto A. Sgorbissa 19 28 0 04 Aug 2021
Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta Yashar Mehdad RALM 30 66 0 28 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 43 105 0 07 Jul 2021
The Threat of Offensive AI to Organizations Yisroel Mirsky Ambra Demontis J. Kotak Ram Shankar Deng Gelei Liu Yang Xinming Zhang Wenke Lee Yuval Elovici Battista Biggio 38 81 0 30 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 58 818 0 14 Jun 2021
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data Haoyu Song Yan Wang Kaiyan Zhang Weinan Zhang Ting Liu 27 117 0 11 Jun 2021
Assessing Political Prudence of Open-domain Chatbots Yejin Bang Nayeon Lee Etsuko Ishii Andrea Madotto Pascale Fung 19 24 0 11 Jun 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 47 22 0 10 Jun 2021
HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations Weixin Liang Kai-Hui Liang Zhou Yu 45 15 0 01 Jun 2021
Telling Stories through Multi-User Dialogue by Modeling Character Relations Waiman Si Prithviraj Ammanabrolu Mark O. Riedl 24 15 0 31 May 2021
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters Yan Xu Etsuko Ishii Samuel Cahyawijaya Zihan Liu Genta Indra Winata Andrea Madotto Dan Su Pascale Fung RALM 25 44 0 13 May 2021
LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing Yu Li Josh Arnold Feifan Yan Weiyan Shi Zhou Yu ELM 31 11 0 05 May 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 208 79 0 30 Apr 2021
$$Q^{2}$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering$ $Q^{2}$ : Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Or Honovich Leshem Choshen Roee Aharoni Ella Neeman Idan Szpektor Omri Abend HILM 36 138 0 16 Apr 2021
Human-like informative conversations: Better acknowledgements using conditional mutual information Ashwin Paranjape Christopher D. Manning 28 10 0 16 Apr 2021
Detoxifying Language Models Risks Marginalizing Minority Voices Albert Xu Eshaan Pathak Eric Wallace Suchin Gururangan Maarten Sap Dan Klein 24 123 0 13 Apr 2021
NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation Xiaoyang Wang Chen Li Jianqiao Zhao Dong Yu 19 40 0 03 Mar 2021
A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents Rajmund Nagy Taras Kucherenko Birger Moell André Pereira Hedvig Kjellström Ulysses Bernardet 34 12 0 24 Feb 2021
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts Yuxian Meng Shuhe Wang Qinghong Han Xiaofei Sun Fei Wu Rui Yan Jiwei Li 32 28 0 30 Dec 2020
Scaling Laws for Autoregressive Generative Modeling T. Henighan Jared Kaplan Mor Katz Mark Chen Christopher Hesse ... Nick Ryder Daniel M. Ziegler John Schulman Dario Amodei Sam McCandlish 53 408 0 28 Oct 2020
Adding Chit-Chat to Enhance Task-Oriented Dialogues Kai Sun Seungwhan Moon Paul A. Crook Stephen Roller Becka Silvert Bing-Quan Liu Zhiguang Wang Honglei Liu Eunjoon Cho Claire Cardie 75 67 0 24 Oct 2020
An Evaluation Protocol for Generative Conversational Systems Seolhwa Lee Heuiseok Lim Jo˜ao Sedoc ELM 37 10 0 24 Oct 2020
Concealed Data Poisoning Attacks on NLP Models Eric Wallace Tony Zhao Shi Feng Sameer Singh SILM 29 18 0 23 Oct 2020
Local Knowledge Powered Conversational Agents Sashank Santhanam Ming-Yu Liu Raul Puri Mohammad Shoeybi M. Patwary Bryan Catanzaro 29 4 0 20 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 82 433 0 02 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu M. Patwary Mohammad Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 31 126 0 02 Oct 2020
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu Jack Urbanek Margaret Li Arthur Szlam Tim Rocktaschel Jason Weston LM&Ro 21 44 0 01 Oct 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 26 136 0 28 Sep 2020
Controlling Style in Generated Dialogue Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau AI4CE 36 50 0 22 Sep 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures Anirudh Joshi Namit Katariya X. Amatriain Anitha Kannan MedIm 32 88 0 18 Sep 2020
Dialogue Response Ranking Training with Large-Scale Human Feedback Data Xiang Gao Yizhe Zhang Michel Galley Chris Brockett Bill Dolan ALM 37 105 0 15 Sep 2020
Aligning AI With Shared Human Values Dan Hendrycks Collin Burns Steven Basart Andrew Critch Jingkai Li D. Song Jacob Steinhardt 63 522 0 05 Aug 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 30 137 0 30 Jun 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 33 51 0 22 Jun 2020
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems Behnam Hedayatnia Karthik Gopalakrishnan Seokhwan Kim Yang Liu Mihail Eric Dilek Z. Hakkani-Tür 27 28 0 26 May 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 33 125 0 11 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 31 526 0 02 May 2020