Title
Speculative Model Risk in Healthcare AI: Using Storytelling to Surface Unintended Harms Xingmeng Zhao Dan Schumacher Veronica Rammouz Anthony Rios 128 0 0 16 Oct 2025
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision Dulhan Jayalath Shashwat Goel Thomas Foster Parag Jain Suchin Gururangan Cheng Zhang Anirudh Goyal Alan Schelten OffRL 114 7 0 17 Sep 2025
Towards Automated Error Discovery: A Study in Conversational AI Dominic Petrak Thy Thy Tran Iryna Gurevych 108 0 0 13 Sep 2025
ISCA: A Framework for Interview-Style Conversational Agents Charles F Welch Allison Lahnala Vasudha Varadarajan Lucie Flek Amélie Reymond J. Lomax Boyd João Sedoc 108 1 0 20 Aug 2025
Min-p, Max Exaggeration: A Critical Analysis of Min-p Sampling in Language Models Rylan Schaeffer Joshua Kazdan Yegor Denisov-Blanch 279 0 0 16 Jun 2025
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks Rylan Schaeffer Punit Singh Koura Binh Tang R. Subramanian Aaditya K. Singh ... Vedanuj Goswami Sergey Edunov Dieuwke Hupkes Sanmi Koyejo Sharan Narang ALM 329 2 0 24 Feb 2025
Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues Armand Stricker P. Paroubek 331 6 0 23 Feb 2024
Enhancing Task-Oriented Dialogues with Chitchat: a Comparative Study Based on Lexical Diversity and DivergenceAutomatic Speech Recognition & Understanding (ASRU), 2023 Armand Stricker P. Paroubek 293 1 0 23 Nov 2023
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered ApplicationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Bhaktipriya Radharapu Kevin Robinson Lora Aroyo Preethi Lahoti 283 56 0 14 Nov 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 6.3K 15,050 0 18 Jul 2023
DICES Dataset: Diversity in Conversational AI Evaluation for SafetyNeural Information Processing Systems (NeurIPS), 2023 Lora Aroyo Alex S. Taylor Mark Díaz Christopher Homan Alicia Parrish Greg Serapio-García Vinodkumar Prabhakaran Ding Wang 182 57 0 20 Jun 2023
Improving Open Language Models by Learning from Organic Interactions Jing Xu Da Ju Joshua Lane M. Komeili Eric Michael Smith ... Rashel Moritz Sainbayar Sukhbaatar Y-Lan Boureau Jason Weston Kurt Shuster 165 12 0 07 Jun 2023
Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models Jimmy Wei Kurt Shuster Arthur Szlam Jason Weston Jack Urbanek M. Komeili LLMAG 149 51 0 26 Apr 2023
When Crowd Meets Persona: Creating a Large-Scale Open-Domain Persona Dialogue Corpus Won Ik Cho Y. Lee Seoyeon Bae Jihwan Kim S. Park Moosung Kim S. Hahn N. Kim 254 5 0 01 Apr 2023
The Open-domain Paradox for Chatbots: Common Ground as the Basis for Human-like DialogueSIGDIAL Conferences (SIGDIAL), 2023 Gabriel Skantze A. Seza Doğruöz LRM 192 10 0 21 Mar 2023
History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue SystemConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tong Zhang Yong Liu Boyang Albert Li Zhiwei Zeng Pengwei Wang Yuan You Steven C. H. Hoi Li-zhen Cui 187 17 0 02 Feb 2023
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 233 5 0 31 Oct 2022
BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue DatasetsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Minju Kim Chaehyeong Kim Yongho Song Seung-won Hwang Jinyoung Yeo 206 18 0 23 Oct 2022
Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls Da Ju Jing Xu Y-Lan Boureau Jason Weston AAML 182 19 0 05 Aug 2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 400 268 0 05 Aug 2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue AgentSIGDIAL Conferences (SIGDIAL), 2022 Ethan A. Chi Ashwin Paranjape A. See Caleb Chiam Trenton Chang ... Dilara Soylu Jillian Tang A. Narayan Giovanni Campagna Christopher D. Manning 199 7 0 25 Jul 2022
Multimodal Conversational AI: A Survey of Datasets and Approaches Anirudh S. Sundar Larry Heck 158 32 0 13 May 2022
Survey of Hallucination in Natural Language GenerationACM Computing Surveys (ACM CSUR), 2022 Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 766 3,373 0 08 Feb 2022
Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents Eric Michael Smith Orion Hsu Rebecca Qian Stephen Roller Y-Lan Boureau Jason Weston 195 78 0 12 Jan 2022
An Approach to Inference-Driven Dialogue Management within a Social Chatbot Sarah E. Finch James D. Finch Daniil Huryn W. Hutsell Xiaoyuan Huang Han He Jinho Choi 146 6 0 31 Oct 2021
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 243 46 0 18 Oct 2021
SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures Megan Ung Jing Xu Y-Lan Boureau 203 52 0 14 Oct 2021
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation Sashank Santhanam Behnam Hedayatnia Spandana Gella Aishwarya Padmakumar Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 223 37 0 11 Oct 2021
Teach Me What to Say and I Will Learn What to Pick: Unsupervised Knowledge Selection Through Response Generation with Pretrained Generative Models Ehsan Lotfi Maxime De Bruyn Jeska Buhmann Walter Daelemans SSL 218 6 0 05 Oct 2021
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs Harsh Jhamtani Varun Gangal Eduard H. Hovy Taylor Berg-Kirkpatrick 139 24 0 01 Oct 2021
Bilateral Personalized Dialogue Generation with Contrastive LearningSoft Computing - A Fusion of Foundations, Methodologies and Applications (Soft Computing), 2021 Bin Li Hanjun Deng 296 12 0 15 Jun 2021
Studying Catastrophic Forgetting in Neural Ranking ModelsEuropean Conference on Information Retrieval (ECIR), 2021 Jesús Lovón-Melgarejo Laure Soulier K. Pinel-Sauvagnat L. Tamine CLL 202 16 0 18 Jan 2021
Local Knowledge Powered Conversational Agents Sashank Santhanam Ming-Yu Liu Raul Puri Mohammad Shoeybi M. Patwary Bryan Catanzaro 177 4 0 20 Oct 2020
Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification Jordan J. Bird Anikó Ekárt Diego Resende Faria 176 65 0 12 Oct 2020
Controlling Style in Generated Dialogue Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau AI4CE 247 54 0 22 Sep 2020
Robust Conversational AI with Grounded Text Generation Jianfeng Gao Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden H. Shum 158 22 0 07 Sep 2020
Recipes for building an open-domain chatbotConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 485 1,078 0 28 Apr 2020