Personalizing Dialogue Agents via Meta-Learning

24 May 2019

Andrea Madotto

Papers citing "Personalizing Dialogue Agents via Meta-Learning"

50 / 102 papers shown

Title
Improving LLM Personas via Rationalization with Psychological Scaffolds Brihi Joshi Xiang Ren Swabha Swayamdipta Rik Koncel-Kedziorski Tim Paek 73 0 0 25 Apr 2025
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data Juntao Tan Liangwei Yang Zuxin Liu Z. Liu Rithesh Murthy ... Shirley Kokane Shri Kiran Srinivasan Hairu Wang Caiming Xiong Shelby Heinecke SyDa 52 1 0 28 Feb 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
From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models Zexing Xu Zhuang Luo Yichuan Li Kyumin Lee S. Rasoul Etesami 38 0 0 28 Jan 2025
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support Alessandro De Grandi Federico Ravenda Andrea Raballo Fabio Crestani AI4MH 31 0 0 31 Dec 2024
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey Longxuan Ma Mingda Li Weinan Zhang Jiapeng Li Ting Liu 45 16 0 14 Nov 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
PersoBench: Benchmarking Personalized Response Generation in Large Language Models Saleh Afzoon Usman Naseem Amin Beheshti Zahra Jamali 33 1 0 04 Oct 2024
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering Ruosen Li Barry Wang Ruochen Li Xinya Du ELM 33 5 0 24 Aug 2024
Improving Large Language Model (LLM) fidelity through context-aware grounding: A systematic approach to reliability and veracity Wrick Talukdar Anjanava Biswas KELM 32 5 0 07 Aug 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
Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent Junkai Zhou Liang Pang Ya Jing Jia Gu Huawei Shen Xueqi Cheng 36 1 0 28 Mar 2024
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses Jia-Nan Li Quan Tu Cunli Mao Zhengtao Yu Ji-Rong Wen Rui Yan OffRL 24 3 0 13 Mar 2024
DECIDER: A Dual-System Rule-Controllable Decoding Framework for Language Generation Chen Xu Tian Lan Changlong Yu Wei Wang Jun Gao ... Qunxi Dong Kun Qian Piji Li Wei Bi Bin Hu 48 0 0 04 Mar 2024
Personalized Text Generation with Fine-Grained Linguistic Control Bashar Alhafni Vivek Kulkarni Dhruv Kumar Vipul Raheja 24 11 0 07 Feb 2024
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems Hongru Wang Wenyu Huang Yang Deng Rui Wang Zezhong Wang Yufei Wang Fei Mi Jeff Z. Pan Kam-Fai Wong RALM 39 26 0 24 Jan 2024
A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots Richard Sutcliffe 30 3 0 31 Dec 2023
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue Hongru Wang Minda Hu Yang Deng Rui Wang Fei Mi Weichao Wang Yasheng Wang Wai-Chung Kwan Irwin King Kam-Fai Wong RALM 39 8 0 13 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 16 36 0 12 Oct 2023
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 41 0 0 10 Oct 2023
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 24 70 0 10 Jul 2023
UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning Kang Zhao Wei Liu Jian Luan Ming-liang Gao Li Qian H. Teng Bin Wang 63 6 0 18 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
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer Xu Han Bin Guo Yoon Jung Benjamin Yao Yu Zhang Xiaohu Liu Chenlei Guo 29 6 0 13 Jun 2023
Response Generation in Longitudinal Dialogues: Which Knowledge Representation Helps? Seyed Mahed Mousavi Simone Caldarella Giuseppe Riccardi 24 5 0 25 May 2023
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization Liang Chen Hongru Wang Yang Deng Wai-Chung Kwan Zezhong Wang Kam-Fai Wong 21 15 0 22 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
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation Junkai Zhou Liang Pang Huawei Shen Xueqi Cheng 21 9 0 18 May 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 42 200 0 17 Apr 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 33 6 0 24 Mar 2023
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function A. B. Siddique M. H. Maqbool Kshitija Taywade H. Foroosh 24 12 0 24 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 33 99 0 09 Mar 2023
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production Ante Wang Linfeng Song Qi Liu Haitao Mi Longyue Wang Zhaopeng Tu Jinsong Su Dong Yu 22 11 0 16 Feb 2023
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues Ruijun Chen Jin Wang Liang-Chih Yu Xuejie Zhang 19 19 0 12 Jan 2023
A Personalized Utterance Style (PUS) based Dialogue Strategy for Efficient Service Requirement Elicitation Demin Yu Min Liu Zhongjie Wang 21 0 0 07 Jan 2023
FedPC: Federated Learning for Language Generation with Personal and Context Preference Embeddings Andrew Silva Pradyumna Tambwekar Matthew C. Gombolay FedML 19 0 0 07 Oct 2022
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation Zejiang Hou Julian Salazar George Polovets 24 14 0 07 Jul 2022
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning Hsuan Su Po-Han Chi Shih-Cheng Huang Chung Ho Lam Saurav Sahay Shang-Tse Chen Hung-yi Lee OffRL 15 1 0 08 Jun 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning Xiangyang Li Xiang Long Yu Xia Sujian Li 19 10 0 25 May 2022
Meta Learning for Natural Language Processing: A Survey Hung-yi Lee Shang-Wen Li Ngoc Thang Vu 54 42 0 03 May 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 29 48 0 21 Apr 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation Ying Zhao Zhiliang Tian Huaxiu Yao Yinhe Zheng Dongkyu Lee Yiping Song Jian Sun N. Zhang 32 20 0 22 Mar 2022
Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching Alissa Ostapenko S. Wintner Melinda Fricke Yulia Tsvetkov 31 5 0 16 Mar 2022
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? Lisha Chen Tianyi BDL 24 16 0 06 Mar 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
Learning to Predict Persona Information forDialogue Personalization without Explicit Persona Description Wangchunshu Zhou Qifei Li Chenle Li 13 9 0 30 Nov 2021
DLVGen: A Dual Latent Variable Approach to Personalized Dialogue Generation Jing Yang Lee Kong Aik Lee W. Gan 17 7 0 22 Nov 2021
Reinforcement Learning for Few-Shot Text Generation Adaptation Pengsen Cheng Jinqiao Dai Jiamiao Liu Jiayong Liu Peng Jia 29 5 0 22 Nov 2021
EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments Emmanouil Zaranis Georgios Paraskevopoulos Athanasios Katsamanis Alexandros Potamianos 30 9 0 30 Oct 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks Janarthanan Rajendran Jonathan K. Kummerfeld Satinder Singh 26 0 0 10 Oct 2021