Beyond Goldfish Memory: Long-Term Open-Domain Conversation

15 July 2021

Jason Weston

Papers citing "Beyond Goldfish Memory: Long-Term Open-Domain Conversation"

50 / 59 papers shown

Title
CAIM: Development and Evaluation of a Cognitive AI Memory Framework for Long-Term Interaction with Intelligent Agents Rebecca Westhäußer Frederik Berenz Wolfgang Minker Sebastian Zepf 9 0 0 19 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 83 2 0 01 May 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian Guan Jian Wu J. Li Chuanqi Cheng Wei Wu LM&MA 74 0 0 21 Mar 2025
Shifting Long-Context LLMs Research from Input to Output Yuhao Wu Yushi Bai Zhiqing Hu Shangqing Tu Ming Shan Hee Juanzi Li Roy Ka-Wei Lee 65 0 0 06 Mar 2025
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue Feiyuan Zhang D. Zhu James Ming Yilun Jin Di Chai Liu Yang Han Tian Zhaoxin Fan Kai Chen 101 2 0 20 Feb 2025
A-MEM: Agentic Memory for LLM Agents Wujiang Xu Zujie Liang Kai Mei Hang Gao Juntao Tan Yongfeng Zhang LLMAG KELM RALM 110 17 0 17 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents Zhuoshi Pan Qianhui Wu Huiqiang Jiang Xufang Luo Hao Cheng ... Yuqing Yang Chin-Yew Lin H. V. Zhao Lili Qiu Jianfeng Gao RALM 58 3 0 08 Feb 2025
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass Tong Chen Hao Fang Patrick Xia Xiaodong Liu Benjamin Van Durme Luke Zettlemoyer Jianfeng Gao Hao Cheng KELM 53 2 0 08 Nov 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 47 1 0 22 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 40 4 0 17 Oct 2024
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer Haotian Tang Yecheng Wu Shang Yang Enze Xie Junsong Chen Junyu Chen Zhuoyang Zhang Han Cai Yunfan LU Song Han 71 34 0 14 Oct 2024
Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues Kuanchao Chu Yi-Pei Chen Hideki Nakayama LLMAG 42 2 0 13 Jul 2024
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge Young-Jun Lee Dokyong Lee Junyoung Youn Kyeongjin Oh ByungSoo Ko Jonghwan Hyeon Ho-Jin Choi 36 2 0 04 Jul 2024
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue Hao Li Chenghao Yang An Zhang Yang Deng Xiang Wang Tat-Seng Chua LLMAG 87 25 0 09 Jun 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 40 188 0 10 May 2024
PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering Yiming Du Hongru Wang Zhengyi Zhao Bin Liang Baojun Wang Wanjun Zhong Zezhong Wang Kam-Fai Wong RALM 37 7 0 26 Feb 2024
PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models Haochen Tan Zhijiang Guo Zhan Shi Lu Xu Zhili Liu ... Xiaoguang Li Yasheng Wang Lifeng Shang Qun Liu Linqi Song 40 12 0 26 Jan 2024
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models Yae Jee Cho Luyang Liu Zheng Xu Aldi Fahrezi Gauri Joshi 38 45 0 12 Jan 2024
Faithful Persona-based Conversational Dataset Generation with Large Language Models Pegah Jandaghi XiangHai Sheng Xinyi Bai Jay Pujara Hakim Sidahmed 34 21 0 15 Dec 2023
Alquist 5.0: Dialogue Trees Meet Generative Models. A Novel Approach for Enhancing SocialBot Conversations Ondrej Kobza Jan Cuhel Tommaso Gargiani David Herel Petr Marek 26 3 0 24 Oct 2023
MemGPT: Towards LLMs as Operating Systems Charles Packer Sarah Wooders Kevin Lin Vivian Fang Shishir G. Patil Ion Stoica Joseph E. Gonzalez RALM 40 127 0 12 Oct 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 67 24 0 29 Aug 2023
Development and Evaluation of Three Chatbots for Postpartum Mood and Anxiety Disorders X. Yao M. Mikhelson S. C. Watkins Eunsol Choi Edison Thomaz K. D. Barbaro AI4MH 33 1 0 14 Aug 2023
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming Jingsheng Gao Yixin Lian Ziyi Zhou Yuzhuo Fu Baoyuan Wang 26 17 0 14 Jun 2023
WHAT, WHEN, and HOW to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue D. Kwon Sunwoo Lee Ki Hyun Kim Seojin Lee Tae-Yoon Kim Eric Davis 31 9 0 06 Jun 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models Qiang Zhang Jason Naradowsky Yusuke Miyao ELM 26 32 0 29 May 2023
An Android Robot Head as Embodied Conversational Agent Marcel Heisler C. Becker-Asano LM&Ro LLMAG 29 0 0 18 May 2023
MemoryBank: Enhancing Large Language Models with Long-Term Memory Wanjun Zhong Lianghong Guo Qi-Fei Gao He Ye Yanlin Wang LLMAG RALM KELM 28 124 0 17 May 2023
Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback Shang-ling Hsu Raj Sanjay Shah Prathik Senthil Zahra Ashktorab Casey Dugan Werner Geyer Diyi Yang 52 20 0 15 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 32 104 0 13 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 27 63 0 08 May 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 44 5 0 01 Apr 2023
Contrastive Distillation Is a Sample-Efficient Self-Supervised Loss Policy for Transfer Learning Christopher T. Lengerich Gabriel Synnaeve Amy Zhang Hugh Leather Kurt Shuster Franccois Charton Charysse Redwood SSL OffRL 27 1 0 21 Dec 2022
Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog Miaoran Li Baolin Peng Michel Galley Jianfeng Gao Zhu Zhang 29 5 0 20 Dec 2022
Bipartite-play Dialogue Collection for Practical Automatic Evaluation of Dialogue Systems Shiki Sato Yosuke Kishinami Hiroaki Sugiyama Reina Akama Ryoko Tokuhisa Jun Suzuki 21 2 0 19 Nov 2022
The CRINGE Loss: Learning what language not to model Leonard Adolphs Tianyu Gao Jing Xu Kurt Shuster Sainbayar Sukhbaatar Jason Weston MU 23 35 0 10 Nov 2022
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels Weiyan Shi Emily Dinan Kurt Shuster Jason Weston Jing Xu 52 19 0 28 Oct 2022
Personalized Dialogue Generation with Persona-Adaptive Attention Qiushi Huang Yu Zhang Tom Ko Xubo Liu Boyong Wu Wenwu Wang Lilian H. Y. Tang 31 19 0 27 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 29 6 0 18 Oct 2022
Keep Me Updated! Memory Management in Long-term Conversations Sanghwan Bae Donghyun Kwak Soyoung Kang Min Young Lee Sungdong Kim Yuin Jeong Hyeri Kim Sang-Woo Lee W. Park Nako Sung 43 47 0 17 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 14 160 0 06 Oct 2022
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback Jing Xu Megan Ung M. Komeili Kushal Arora Y-Lan Boureau Jason Weston 27 37 0 05 Aug 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 79 130 0 18 May 2022
Towards a Progression-Aware Autonomous Dialogue Agent Abraham Sanders T. Strzalkowski Mei Si Albert Ling Sheng Chang D. Dey J. Braasch Usa LLMAG 18 8 0 07 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 61 3,500 0 02 May 2022
State-of-the-art in Open-domain Conversational AI: A Survey Tosin P. Adewumi F. Liwicki Marcus Liwicki 29 15 0 02 May 2022
PanGu-Bot: Efficient Generative Dialogue Pre-training from Pre-trained Language Model Fei Mi Yitong Li Yulong Zeng Jingyan Zhou Yasheng Wang Chuanfei Xu Lifeng Shang Xin Jiang Shiqi Zhao Qun Liu ALM 45 18 0 31 Mar 2022
Generative Spoken Dialogue Language Modeling Tu Nguyen Eugene Kharitonov Jade Copet Yossi Adi Wei-Ning Hsu ... Paden Tomasello Robin Algayres Benoît Sagot Abdel-rahman Mohamed Emmanuel Dupoux AuLLM 38 80 0 30 Mar 2022
Long Time No See! Open-Domain Conversation with Long-Term Persona Memory Xinchao Xu Zhibin Gou Wenquan Wu Zheng-Yu Niu Hua Wu Haifeng Wang Shihang Wang RALM 27 108 0 11 Mar 2022
What Did You Say? Task-Oriented Dialog Datasets Are Not Conversational!? Alice Shoshana Jakobovits Francesco Piccinno Yasemin Altun 27 3 0 07 Mar 2022