Title
Understanding the Repeat Curse in Large Language Models from a Feature Perspective Junchi Yao Shu Yang Jianhua Xu Lijie Hu Mengdi Li Di Wang 22 0 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 34 0 0 10 Apr 2025
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs Siqi Fan Xiusheng Huang Yiqun Yao Xuezhi Fang Kang Liu Peng Han Shuo Shang Aixin Sun Yequan Wang LLMAG 40 0 0 30 Mar 2025
From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment J. Li Jian-Yu Guan Songhao Wu Wei Yu Wu Rui Yan 62 1 0 19 Mar 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang Xianrui Li Steve Yang Li Zhou Feng Jiang Hao Li 44 0 0 26 Feb 2025
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation Suvodip Dey M. Desarkar OffRL 41 0 0 20 Jan 2025
UPCS: Unbiased Persona Construction for Dialogue Generation Kuiyun Chen Yanbin Wei 45 0 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-Shen Lin Huan Liu Weiping Wang 48 1 0 04 Nov 2024
Meta-Learning Adaptable Foundation Models Jacob L. Block Sundararajan Srinivasan Liam Collins Aryan Mokhtari Sanjay Shakkottai 21 0 0 29 Oct 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 34 1 0 29 Oct 2024
A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation Haoyu Song Wenbo Zhang Kaiyan Zhang Ting Liu 32 3 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 19 0 0 02 Sep 2024
The Oscars of AI Theater: A Survey on Role-Playing with Language Models Nuo Chen Yan Wang Yang Deng Jia Li 35 15 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 35 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 27 4 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 50 2 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 45 12 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 32 5 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 259 68 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 49 10 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 62 77 0 28 Apr 2024
PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison chaeHun Park Minseok Choi Dohyun Lee Jaegul Choo 35 5 0 01 Apr 2024
"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning Chuanqi Cheng Quan Tu Wei Yu Wu Shuo Shang Cunli Mao Zhengtao Yu Rui Yan 31 2 0 05 Mar 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 15 0 0 09 Feb 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity Andrew Lee Xiaoyan Bai Itamar Pres Martin Wattenberg Jonathan K. Kummerfeld Rada Mihalcea 74 96 0 03 Jan 2024
A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots Richard Sutcliffe 30 3 0 31 Dec 2023
Towards Goal-oriented Intelligent Tutoring Systems in Online Education Yang Deng Zifeng Ren An Zhang Wenqiang Lei Tat-Seng Chua 24 7 0 03 Dec 2023
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 27 6 0 03 Dec 2023
Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common Ground Zhenyu Xu Hailin Xu Zhouyang Lu Yingying Zhao Rui Zhu ... Robert P. Dick Fan Yang T. Lu Ning Gu L. Shang 40 2 0 30 Nov 2023
CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs Taha İbrahim Aksu Devamanyu Hazarika Shikib Mehri Seokhwan Kim Dilek Z. Hakkani-Tür Yang Liu Mahdi Namazifar 28 2 0 29 Nov 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization Weixiao Zhou Gengyao Li Xianfu Cheng Xinnian Liang Junnan Zhu Feifei Zhai Zhoujun Li 16 5 0 16 Oct 2023
Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring Junfeng Liu Christopher T. Symons R. Vatsavai 18 1 0 28 Sep 2023
Learning to Diversify Neural Text Generation via Degenerative Model Jimin Hong chaeHun Park Jaegul Choo 26 0 0 22 Sep 2023
RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models Yufei Li Zexin Li Wei Yang Cong Liu 29 6 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 47 31 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 26 1 0 11 Aug 2023
Leveraging Implicit Feedback from Deployment Data in Dialogue Richard Yuanzhe Pang Stephen Roller Kyunghyun Cho He He Jason Weston 51 7 0 26 Jul 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 31 22 0 19 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Saeed Mian OffRL 70 525 0 12 Jul 2023
How About Kind of Generating Hedges using End-to-End Neural Models? Alafate Abulimiti Chloé Clavel Justine Cassell 19 4 0 26 Jun 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation Weihao Zeng Lulu Zhao Keqing He Ruotong Geng Jingang Wang Wei Yu Wu Weiran Xu 40 3 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 25 8 0 07 Jun 2023
Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model Lingfeng Shen Haiyun Jiang Lemao Liu Shuming Shi 21 2 0 04 Jun 2023
Query-Efficient Black-Box Red Teaming via Bayesian Optimization Deokjae Lee JunYeong Lee Jung-Woo Ha Jin-Hwa Kim Sang-Woo Lee Hwaran Lee Hyun Oh Song AAML 21 23 0 27 May 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration Yang Deng Lizi Liao Liang Chen Hongru Wang Wenqiang Lei Tat-Seng Chua 86 75 0 23 May 2023
Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona Yihong Tang Bo Wang Miao Fang Dongming Zhao Kun Huang Ruifang He Yuexian Hou 20 20 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 22 13 0 18 May 2023
Sentence Level Curriculum Learning for Improved Neural Conversational Models S. Paulsen 20 0 0 15 May 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 32 20 0 09 May 2023
DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation chaeHun Park Seungil Lee Daniel Rim Jaegul Choo 17 4 0 08 May 2023