Fetching the paper…
Reading the bibliography…
To achieve lifelong human-agent interaction, dialogue agents need to constantly memorize perceived information and properly retrieve it for response generation (RG).
Remembering: A study in experimental and social psychology
Frederic Charles Bartlett. 1995 · 1995
Earlier work this paper cites.
Towards a human-like open-domain chatbot
Daniel Adiwardana, Minh-Thang Luong, David R So, Jamie Hall, Noah Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng Lu, et al. 2020 · 2001
Earlier work this paper cites.
Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
ROUGE: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
Earlier work this paper cites.
Personalizing dialogue agents: I have a dog, do you have pets too?
Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, and Jason Weston. 2018 · 2018
Earlier work this paper cites.
Theanine attenuates memory impairments induced by klotho gene depletion in mice
Bao Trong Nguyen, Naveen Sharma, Eun-Joo Shin, Ji Hoon Jeong, Sung Hoon Lee, Choon-Gon Jang, Seung-Yeol Nah, Toshitaka Nabeshima, Yukio Yoneda, and Hyoung-Chun Kim. 2019 · 2019
Earlier work this paper cites.
(comet-) atomic 2020: On symbolic and neural commonsense knowledge graphs
Jena D Hwang, Chandra Bhagavatula, Ronan Le Bras, Jeff Da, Keisuke Sakaguchi, Antoine Bosselut, and Yejin Choi. 2021 · 2020
Earlier work this paper cites.
Bertscore: Evaluating text generation with bert
Tianyi Zhang, Varsha Kishore, Felix Wu, Kilian Q Weinberger, and Yoav Artzi. 2020 · 2020
Earlier work this paper cites.
Mauve: Measuring the gap between neural text and human text using divergence frontiers
Krishna Pillutla, Swabha Swayamdipta, Rowan Zellers, John Thickstun, Sean Welleck, Yejin Choi, and Zaid Harchaoui. 2021 · 2021
Earlier work this paper cites.
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, Woomyoung Park, and Nako Sung. 2022 · 2022
Earlier work this paper cites.
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, and Shihang Wang. 2022b · 2022
Cited alongside, same era.
Dialogue chain-of-thought distillation for commonsense-aware conversational agents
Hyungjoo Chae, Yongho Song, Kai Ong, Taeyoon Kwon, Minjin Kim, Youngjae Yu, Dongha Lee, Dongyeop Kang, and Jinyoung Yeo. 2023 · 2023
Cited alongside, same era.
Walking down the memory maze: Beyond context limit through interactive reading
Howard Chen, Ramakanth Pasunuru, Jason Weston, and Asli Celikyilmaz. 2023 · 2023
Cited alongside, same era.
Conversation chronicles: Towards diverse temporal and relational dynamics in multi-session conversations
Jihyoung Jang, Minseong Boo, and Hyounghun Kim. 2023 · 2023
Cited alongside, same era.
G-eval: Nlg evaluation using gpt-4 with better human alignment
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, and Chenguang Zhu. 2023 · 2023
Cited alongside, same era.
Web agents with world models: Learning and leveraging environment dynamics in web navigation
Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, and Jinyoung Yeo. 2024 · 2024
Closest in time.
Lifelong learning and personalization in long-term human-robot interaction (leap-hri): Open-world learning
Bahar Irfan, Mariacarla Staffa, Andreea Bobu, and Nikhil Churamani. 2024 · 2024
Closest in time.
Large language models are clinical reasoners: Reasoning-aware diagnosis framework with prompt-generated rationales
Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Beomseok Sohn, Yongsik Sim, Dongha Lee, and Jinyoung Yeo. 2024 · 2024
Closest in time.
Hello again! llm-powered personalized agent for long-term dialogue
Hao Li, Chenghao Yang, An Zhang, Yang Deng, Xiang Wang, and Tat-Seng Chua. 2024 · 2024
Closest in time.
Lost in the middle: How language models use long contexts
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
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, and Yunsheng Wu. 2023 · 2023
Cited alongside, same era.
Response generation in longitudinal dialogues: Which knowledge representation helps?
Seyed Mahed Mousavi, Simone Caldarella, and Giuseppe Riccardi. 2023 · 2023
Cited alongside, same era.
Generative agents: Interactive simulacra of human behavior
Joon Sung Park, Joseph O’Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S Bernstein. 2023 · 2023
Cited alongside, same era.
Core: Cooperative training of retriever-reranker for effective dialogue response selection
Chongyang Tao, Jiazhan Feng, Tao Shen, Chang Liu, Juntao Li, Xiubo Geng, and Daxin Jiang. 2023 · 2023
Cited alongside, same era.
Recursively summarizing enables long-term dialogue memory in large language models
Qingyue Wang, Liang Ding, Yanan Cao, Zhiliang Tian, Shi Wang, Dacheng Tao, and Li Guo. 2023 · 2023
Cited alongside, same era.
From persona to personalization: A survey on role-playing language agents
Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, et al. 2024a
Cited in the paper.
Nuo Chen, Hongguang Li, Juhua Huang, Baoyuan Wang, and Jia Li. 2024b
Cited in the paper.
Nelson F Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang. 2024 · 2024
Closest in time.
Self-refine: Iterative refinement with self-feedback
Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, et al. 2024 · 2024
Closest in time.
Evaluating very long-term conversational memory of LLM agents
Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov, Mohit Bansal, Francesco Barbieri, and Yuwei Fang. 2024 · 2024
Closest in time.
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, Jia-Yin Foo, Chao-Wei Huang, and Yun-Nung Chen. 2024 · 2024
Closest in time.
Memorybank: Enhancing large language models with long-term memory
Wanjun Zhong, Lianghong Guo, Qiqi Gao, He Ye, and Yanlin Wang. 2024 · 2024
Closest in time.