Title
Score Before You Speak: Improving Persona Consistency in Dialogue Generation using Response Quality Scores Arpita Saggar Jonathan C. Darling Vania Dimitrova Duygu Sarikaya David C. Hogg 60 0 0 09 Aug 2025
From Persona to Person: Enhancing the Naturalness with Multiple Discourse Relations Graph Learning in Personalized Dialogue GenerationPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2025 Chih-Hao Hsu Ying-Jia Lin Hung-Yu Kao 98 0 0 13 Jun 2025
Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 J. Mok Ik-hwan Kim Sangkwon Park Sungroh Yoon 183 2 0 02 Jun 2025
Understanding the Repeat Curse in Large Language Models from a Feature PerspectiveAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Junchi Yao Shu Yang Jianhua Xu Lijie Hu Mengdi Li Di Wang 487 16 0 19 Apr 2025
Proactive User Information Acquisition via Chats on User-Favored Topics Shiki Sato Jun Baba Asahi Hentona Shinji Iwata Akifumi Yoshimoto Koichiro Yoshino 123 0 0 10 Apr 2025
From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment Jia-Nan Li Jian Guan Songhao Wu Wei Wu Rui Yan 462 11 0 19 Mar 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit ProfilesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Kuang Wang Xianrui Li Steve Yang Li Zhou Feng Jiang Haoyang Li 304 6 0 26 Feb 2025
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response GenerationSIGDIAL Conferences (SIGDIAL), 2025 Suvodip Dey M. Desarkar OffRL 201 2 0 20 Jan 2025
UPCS: Unbiased Persona Construction for Dialogue GenerationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Kuiyun Chen Yanbin Wei 287 2 0 03 Jan 2025
A Multi-Task Role-Playing Agent Capable of Imitating Character Linguistic Styles Siyuan Chen Q. Si Chenxu Yang Yunzhi Liang Zheng Lin Huan Liu Weiping Wang 173 5 0 04 Nov 2024
MCPDial: A Minecraft Persona-driven Dialogue Dataset S. Alavi Sudha Rao Ashutosh Adhikari Gabriel DesGarennes Akanksha Malhotra Chris Brockett Mahmoud Adada R. Ng Vered Shwartz Bill Dolan 115 4 0 29 Oct 2024
Provable Meta-Learning with Low-Rank Adaptations Jacob L. Block Sundararajan Srinivasan Liam Collins Aryan Mokhtari Sanjay Shakkottai 118 1 0 29 Oct 2024
A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation Haoyu Song Weinan Zhang Kaiyan Zhang Ting Liu 174 4 0 26 Oct 2024
User-Specific Dialogue Generation with User Profile-Aware Pre-Training Model and Parameter-Efficient Fine-Tuning Atsushi Otsuka Kazuya Matsuo Ryo Ishii Narichika Nomoto Hiroaki Sugiyama 128 1 0 02 Sep 2024
The Oscars of AI Theater: A Survey on Role-Playing with Language Models Polydoros Giannouris Yan Wang Yang Deng Jia Li 340 36 0 16 Jul 2024
IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving Agents Shrestha Mohanty Negar Arabzadeh Andrea Tupini Yuxuan Sun Alexey Skrynnik Artem Zholus Marc-Alexandre Côté Julia Kiseleva 207 0 0 12 Jul 2024
Interaction Matters: An Evaluation Framework for Interactive Dialogue Assessment on English Second Language Conversations Rena Gao Carsten Roever Jey Han Lau 149 7 0 09 Jul 2024
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space Yihong Tang Bo Wang Dongming Zhao Xiaojia Jin Jijun Zhang Ruifang He Yuexian Hou 154 5 0 02 Jul 2024
Learning Retrieval Augmentation for Personalized Dialogue Generation Qiushi Huang Shuai Fu Xubo Liu Wenwu Wang Tom Ko Yu Zhang Lilian H. Y. Tang RALM 204 29 0 27 Jun 2024
Selective Prompting Tuning for Personalized Conversations with LLMs Qiushi Huang Xubo Liu Tom Ko Bo Wu Wenwu Wang Yu Zhang Lilian H. Y. Tang 148 14 0 26 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 777 175 0 03 Jun 2024
Recent Trends in Personalized Dialogue Generation: A Review of Datasets, Methodologies, and Evaluations Yi-Pei Chen Noriki Nishida Hideki Nakayama Yuji Matsumoto LLMAG 240 27 0 28 May 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 299 165 0 28 Apr 2024
PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison Yujin Baek Minseok Choi Dohyun Lee Jaegul Choo 264 14 0 01 Apr 2024
Findings of the First Workshop on Simulating Conversational Intelligence in Chat Yvette Graham Mohammed Rameez Qureshi Haider Khalid Gerasimos Lampouras Ignacio Iacobacci Qun Liu LRM 95 0 0 09 Feb 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and ToxicityInternational Conference on Machine Learning (ICML), 2024 Andrew Lee Xiaoyan Bai Itamar Pres Martin Wattenberg Jonathan K. Kummerfeld Amélie Reymond 230 157 0 03 Jan 2024
A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots Richard Sutcliffe 333 5 0 31 Dec 2023
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in NorwegianConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 176 9 0 03 Dec 2023
Towards Goal-oriented Intelligent Tutoring Systems in Online Education Yang Deng Zifeng Ren An Zhang Wenqiang Lei 235 9 0 03 Dec 2023
Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common GroundProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2023 Zhenyu Xu Hailin Xu Zhouyang Lu Yingying Zhao Rui Zhu ... Robert P. Dick Fan Yang Tun Lu Ning Gu L. Shang 109 6 0 30 Nov 2023
CESAR: Automatic Induction of Compositional Instructions for Multi-turn DialogsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Taha İbrahim Aksu Devamanyu Hazarika Shikib Mehri Seokhwan Kim Dilek Z. Hakkani-Tür Yang Liu Mahdi Namazifar 215 3 0 29 Nov 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Weixiao Zhou Gengyao Li Xianfu Cheng Xinnian Liang Junnan Zhu Feifei Zhai Zhoujun Li 137 7 0 16 Oct 2023
Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence ScoringIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2023 Junfeng Liu Christopher T. Symons R. Vatsavai 203 1 0 28 Sep 2023
Learning to Diversify Neural Text Generation via Degenerative ModelInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Jimin Hong Yujin Baek Jaegul Choo 137 1 0 22 Sep 2023
RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language ModelsIEEE Real-Time Systems Symposium (RTSS), 2023 Yufei Li Zexin Li Wei Yang Cong Liu 190 17 0 12 Sep 2023
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation Junru Lu Siyu An Mingbao Lin Gabriele Pergola Yulan He Di Yin Xing Sun Yunsheng Wu 158 58 0 16 Aug 2023
Neural Conversation Models and How to Rein Them in: A Survey of Failures and Fixes Fabian Galetzka Anne Beyer David Schlangen AI4CE 200 1 0 11 Aug 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AIFindings (Findings), 2023 Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 247 29 0 19 Jul 2023
A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Lin Wang OffRL 640 1,078 0 12 Jul 2023
How About Kind of Generating Hedges using End-to-End Neural Models?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Alafate Abulimiti Chloé Clavel Justine Cassell 162 4 0 26 Jun 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Weihao Zeng Lulu Zhao Keqing He Ruotong Geng Jingang Wang Wei Wu Weiran Xu 156 6 0 17 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 157 12 0 07 Jun 2023
Query-Efficient Black-Box Red Teaming via Bayesian OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Deokjae Lee JunYeong Lee Jung-Woo Ha Jin-Hwa Kim Sang-Woo Lee Hwaran Lee Hyun Oh Song AAML 156 28 0 27 May 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yang Deng Lizi Liao Liang Chen Hongru Wang Wenqiang Lei Tat-Seng Chua 268 122 0 23 May 2023
Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense PersonaAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yihong Tang Bo Wang Miao Fang Dongming Zhao Kun Huang Ruifang He Yuexian Hou 177 26 0 19 May 2023
Transforming Human-Centered AI Collaboration: Redefining Embodied Agents Capabilities through Interactive Grounded Language Instructions Shrestha Mohanty Negar Arabzadeh Julia Kiseleva Artem Zholus Milagro Teruel Ahmed Hassan Awadallah Yuxuan Sun Kavya Srinet Arthur Szlam LM&Ro 272 14 0 18 May 2023
Sentence Level Curriculum Learning for Improved Neural Conversational Models S. Paulsen 76 0 0 15 May 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive DialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jian Wang Dongding Lin Wenjie Li 154 24 0 09 May 2023
DEnsity: Open-domain Dialogue Evaluation Metric using Density EstimationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yujin Baek Seungil Lee Daniel Rim Jaegul Choo 188 6 0 08 May 2023
White-Box Multi-Objective Adversarial Attack on Dialogue GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yufei Li Zexin Li Ying Gao Cong Liu AAML 207 18 0 05 May 2023