Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

The waterfall model in large-scale development

Kai Petersen, Claes Wohlin, and Dejan Baca. 2009 · 2009

Earlier work this paper cites.

Towards a personal health management assistant

M Swift and J Allen. 2010 · 2010

Earlier work this paper cites.

A simulation model for the waterfall software development life cycle

Original

Youssef Bassil. 2012 · 2012

Earlier work this paper cites.

Peopleware: productive projects and teams

Tom DeMarco and Tim Lister. 2013 · 2013

Earlier work this paper cites.

Yelp dataset

Yelp. 2013 · 2013

Earlier work this paper cites.

The movielens datasets: History and context

F Maxwell Harper and Joseph A Konstan. 2015 · 2015

Earlier work this paper cites.

DailyDialog: A manually labelled multi-turn dialogue dataset

Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu. 2017 · 2017

Earlier work this paper cites.

Hierarchical question-image co-attention for visual question answering

Original

Jiasen Lu, Jianwei Yang, Dhruv Batra, and Devi Parikh. 2017 · 2017

Earlier work this paper cites.

MultiWOZ - a large-scale multi-domain Wizard-of-Oz dataset for task-oriented dialogue modelling

Paweł Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gašić. 2018 · 2018

Earlier work this paper cites.

Large-scale multi-domain belief tracking with knowledge sharing

Osman Ramadan, Paweł Budzianowski, and Milica Gašić. 2018 · 2018

Earlier work this paper cites.

AirDialogue: An environment for goal-oriented dialogue research

Wei Wei, Quoc Le, Andrew Dai, and Jia Li. 2018 · 2018

Earlier work this paper cites.

The second conversational intelligence challenge (convai2)

Original

Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W Black, Alexander Rudnicky, Jason Williams, Joelle Pineau, Mikhail Burtsev, and Jason Weston. 2019 · 2019

Earlier work this paper cites.

Maximizing stylistic control and semantic accuracy in NLG: Personality variation and discourse contrast

Vrindavan Harrison, Lena Reed, Shereen Oraby, and Marilyn Walker. 2019 · 2019

Earlier work this paper cites.

Justifying recommendations using distantly-labeled reviews and fine-grained aspects

Jianmo Ni, Jiacheng Li, and Julian McAuley. 2019 · 2019

Earlier work this paper cites.

SPECTER: Document-level representation learning using citation-informed transformers

Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, and Daniel Weld. 2020 · 2020

Earlier work this paper cites.

MultiWOZ 2.1: A consolidated multi-domain dialogue dataset with state corrections and state tracking baselines

Mihail Eric, Rahul Goel, Shachi Paul, Abhishek Sethi, Sanchit Agarwal, Shuyang Gao, Adarsh Kumar, Anuj Goyal, Peter Ku, and Dilek Hakkani-Tur. 2020 · 2020

Earlier work this paper cites.

You impress me: Dialogue generation via mutual persona perception

Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, and Dongmei Zhang. 2020 · 2020

Earlier work this paper cites.

The effectiveness of artificial intelligence conversational agents in health care: systematic review

Madison Milne-Ives, Caroline de Cock, Ernest Lim, Melissa Harper Shehadeh, Nick de Pennington, Guy Mole, Eduardo Normando, and Edward Meinert. 2020 · 2020

Earlier work this paper cites.

Star: A schema-guided dialog dataset for transfer learning

Original

Johannes E. M. Mosig, Shikib Mehri, and Thomas Kober. 2020 · 2020

Earlier work this paper cites.

Baidu personachat dataset

PapersWithCode. 2020 · 2020

Earlier work this paper cites.

Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset

Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, and Pranav Khaitan. 2020 · 2020

Earlier work this paper cites.

Generating persona consistent dialogues by exploiting natural language inference

Haoyu Song, Wei-Nan Zhang, Jingwen Hu, and Ting Liu. 2020 · 2020

Earlier work this paper cites.

MIND: A large-scale dataset for news recommendation

Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie, Jianfeng Gao, Winnie Wu, and Ming Zhou. 2020 · 2020

Earlier work this paper cites.

MultiWOZ 2.2 : A dialogue dataset with additional annotation corrections and state tracking baselines

Xiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara, Raghav Gupta, Jianguo Zhang, and Jindong Chen. 2020 · 2020

Earlier work this paper cites.

MedDialog: Large-scale medical dialogue datasets

Guangtao Zeng, Wenmian Yang, Zeqian Ju, Yue Yang, Sicheng Wang, Ruisi Zhang, Meng Zhou, Jiaqi Zeng, Xiangyu Dong, Ruoyu Zhang, Hongchao Fang, Penghui Zhu, Shu Chen, and Pengtao Xie. 2020 · 2020

Earlier work this paper cites.

Towards persona-based empathetic conversational models

Peixiang Zhong, Chen Zhang, Hao Wang, Yong Liu, and Chunyan Miao. 2020 · 2020

Earlier work this paper cites.

Personalized transformer for explainable recommendation

Original

Lei Li, Yongfeng Zhang, and Li Chen. 2021 · 2021

Earlier work this paper cites.

Empirical analysis of training strategies of transformer-based japanese chit-chat systems

Original

Hiroaki Sugiyama, Masahiro Mizukami, Tsunehiro Arimoto, Hiromi Narimatsu, Yuya Chiba, Hideharu Nakajima, and Toyomi Meguro. 2021 · 2021

Earlier work this paper cites.

Group based personalized search by integrating search behaviour and friend network

Original

Yujia Zhou, Zhicheng Dou, Bingzheng Wei, and Ruobing Xievand Ji-Rong Wen. 2021 · 2021

Earlier work this paper cites.

Team roles at work

R Meredith Belbin and Victoria Brown. 2022 · 2022

Earlier work this paper cites.

Recommendation as language processing (rlp): A unified pretrain, personalized prompt & predict paradigm (p5)

Shijie Geng, Shuchang Liu, Zuohui Fu, Yingqiang Ge, and Yongfeng Zhang. 2022 · 2022

Earlier work this paper cites.

Understanding html with large language models

Original

Izzeddin Gur, Ofir Nachum, Yingjie Miao, Mustafa Safdari, Austin Huang, Aakanksha Chowdhery, Sharan Narang, Noah Fiedel, and Aleksandra Faust. 2022 · 2022

Earlier work this paper cites.

Galaxy: A generative pre-trained model for task-oriented dialog with semi-supervised learning and explicit policy injection

Original

Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, and Yongbin Li. 2022 · 2022

Earlier work this paper cites.

Automatic generation of large-scale multi-turn dialogues from Reddit

Daniil Huryn, William M. Hutsell, and Jinho D. Choi. 2022 · 2022

Earlier work this paper cites.

LlamaIndex

Jerry Liu. 2022 · 2022

Earlier work this paper cites.

Introducing chatgpt

OpenAI. 2022 · 2022

Earlier work this paper cites.

Gpt-4 technical report

Original

Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al. 2023 · 2023

Earlier work this paper cites.

Mpchat: Towards multimodal persona-grounded conversation

Original

Jaewoo Ahn, Yeda Song, Sangdoo Yun, and Gunhee Kim. 2023 · 2023

Earlier work this paper cites.

Leancontext: Cost-efficient domain-specific question answering using llms

Original

Md Adnan Arefeen, Biplob Debnath, and Srimat Chakradhar. 2023 · 2023

Earlier work this paper cites.

Personalized quest and dialogue generation in role-playing games: A knowledge graph-and language model-based approach

Trevor Ashby, Braden K Webb, Gregory Knapp, Jackson Searle, and Nancy Fulda. 2023 · 2023

Earlier work this paper cites.

Chateval: Towards better llm-based evaluators through multi-agent debate

Original

Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, and Zhiyuan Liu. 2023 · 2023

Earlier work this paper cites.

A survey on evaluation of large language models

Original

Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Linyi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, and Xing Xie. 2023 · 2023

Earlier work this paper cites.

The first workshop on personalized generative ai@ cikm 2023: Personalization meets large language models

Zheng Chen, Ziyan Jiang, Fan Yang, Zhankui He, Yupeng Hou, Eunah Cho, Julian McAuley, Aram Galstyan, Xiaohua Hu, and Jie Yang. 2023e · 2023

Cited alongside, same era.

Can large language models be an alternative to human evaluations?

Original

Cheng-Han Chiang and Hung-yi Lee. 2023 · 2023

Cited alongside, same era.

Large language models for user interest journeys

Original

Konstantina Christakopoulou, Alberto Lalama, Cj Adams, Iris Qu, Yifat Amir, Samer Chucri, Pierce Vollucci, Fabio Soldo, Dina Bseiso, Sarah Scodel, Lucas Dixon, Ed H. Chi, and Minmin Chen. 2023 · 2023

Cited alongside, same era.

Leveraging large language models for pre-trained recommender systems

Original

Zhixuan Chu, Hongyan Hao, Xin Ouyang, Simeng Wang, Yan Wang, Yue Shen, Jinjie Gu, Qing Cui, Longfei Li, Siqiao Xue, James Y Zhang, and Sheng Li. 2023 · 2023

Cited alongside, same era.

Webarena: A realistic web environment for building autonomous agents

Original

Shuyan Zhou, Frank F Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Yonatan Bisk, Daniel Fried, Uri Alon, et al. 2023 · 2023

Later among the works it cites.

Large language models are built-in autoregressive search engines

Original

Noah Ziems, Wenhao Yu, Zhihan Zhang, and Meng Jiang. 2023 · 2023

Later among the works it cites.

Timechara: Evaluating point-in-time character hallucination of role-playing large language models

Original

Jaewoo Ahn, Taehyun Lee, Junyoung Lim, Jin-Hwa Kim, Sangdoo Yun, Hwaran Lee, and Gunhee Kim. 2024 · 2024

Closest in time.

Knowledge-augmented large language models for personalized contextual query suggestion

Original

Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, Allen herring, and Sujay Kumar Jauhar. 2024 · 2024

Closest in time.