Title
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 71 0 0 24 Feb 2025
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Enhancing Task-Oriented Dialogues with Chitchat: a Comparative Study Based on Lexical Diversity and Divergence Armand Stricker P. Paroubek 27 1 0 23 Nov 2023
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications Bhaktipriya Radharapu Kevin Robinson Lora Aroyo Preethi Lahoti 18 37 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 96 11,007 0 18 Jul 2023
DICES Dataset: Diversity in Conversational AI Evaluation for Safety Lora Aroyo Alex S. Taylor Mark Díaz Christopher Homan Alicia Parrish Greg Serapio-García Vinodkumar Prabhakaran Ding Wang 26 33 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 25 8 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 44 41 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 39 5 0 01 Apr 2023
The Open-domain Paradox for Chatbots: Common Ground as the Basis for Human-like Dialogue Gabriel Skantze A. Seza Doğruöz LRM 24 6 0 21 Mar 2023
History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System Tong Zhang Yong-jin Liu Boyang Albert Li Zhiwei Zeng Pengwei Wang Yuan You Chun Miao Li-zhen Cui 27 13 0 02 Feb 2023
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 19 4 0 31 Oct 2022
BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets Minju Kim Chaehyeong Kim Yongho Song Seung-won Hwang Jinyoung Yeo 33 13 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 26 17 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 35 233 0 05 Aug 2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent Ethan A. Chi Ashwin Paranjape A. See Caleb Chiam Trenton Chang ... Dilara Soylu Jillian Tang A. Narayan Giovanni Campagna Christopher D. Manning 37 7 0 25 Jul 2022
Multimodal Conversational AI: A Survey of Datasets and Approaches Anirudh S. Sundar Larry Heck 38 29 0 13 May 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,234 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 23 66 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 D. Choi 19 6 0 31 Oct 2021
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 25 30 0 18 Oct 2021
SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures Megan Ung Jing Xu Y-Lan Boureau 6 47 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 24 35 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 50 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 28 21 0 01 Oct 2021
Bilateral Personalized Dialogue Generation with Contrastive Learning Bin Li Hanjun Deng 15 6 0 15 Jun 2021
Studying Catastrophic Forgetting in Neural Ranking Models Jesús Lovón-Melgarejo Laure Soulier K. Pinel-Sauvagnat L. Tamine CLL 44 13 0 18 Jan 2021
Local Knowledge Powered Conversational Agents Sashank Santhanam Ming-Yu Liu Raul Puri M. Shoeybi M. Patwary Bryan Catanzaro 21 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 8 57 0 12 Oct 2020
Controlling Style in Generated Dialogue Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau AI4CE 34 50 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 12 21 0 07 Sep 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 10 995 0 28 Apr 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 190 576 0 02 May 2018
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 227 134 0 29 Nov 2016