Fetching the paper…
Reading the bibliography…
Unlike empathetic dialogues, the system in emotional support conversations (ESC) is expected to not only convey empathy for comforting the help-seeker, but also proactively assist in exploring and addressing their problems during the conversation.
Roberta: A robustly optimized BERT pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
Earlier work this paper cites.
Mixed-initiative interaction
James E Allen, Curry I Guinn, and Eric Horvtz. 1999 · 1999
Earlier work this paper cites.
Emotional support skills
Brant R Burleson. 2003 · 2003
Earlier work this paper cites.
Large-scale analysis of counseling conversations: An application of natural language processing to mental health
Tim Althoff, Kevin Clark, and Jure Leskovec. 2016 · 2016
Earlier work this paper cites.
Building a motivational interviewing dataset
Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh, and Lawrence C. An. 2016 · 2016
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.
Predicting counselor behaviors in motivational interviewing encounters
Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh, Lawrence C. An, Kathy J. Goggin, and Delwyn Catley. 2017 · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Earlier work this paper cites.
Emotional chatting machine: Emotional conversation generation with internal and external memory
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, and Bing Liu. 2018 · 2018
Earlier work this paper cites.
Asking clarifying questions in open-domain information-seeking conversations
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, and W. Bruce Croft. 2019 · 2019
Earlier work this paper cites.
COMET: commonsense transformers for automatic knowledge graph construction
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, and Yejin Choi. 2019 · 2019
Earlier work this paper cites.
Moel: Mixture of empathetic listeners
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, and Pascale Fung. 2019 · 2019
Earlier work this paper cites.
Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, Ilya Sutskever, et al. 2019 · 2019
Earlier work this paper cites.
Towards empathetic open-domain conversation models: A new benchmark and dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li, and Y-Lan Boureau. 2019 · 2019
Earlier work this paper cites.
Sentence-bert: Sentence embeddings using siamese bert-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
Earlier work this paper cites.
Generating responses with a specific emotion in dialog
Zhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu, and Xuanjing Huang. 2019 · 2019
Earlier work this paper cites.
QRFA: A data-driven model of information-seeking dialogues
Svitlana Vakulenko, Kate Revoredo, Claudio Di Ciccio, and Maarten de Rijke. 2019 · 2019
Earlier work this paper cites.
Emotion-aware chat machine: Automatic emotional response generation for human-like emotional interaction
Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, and Yuchong Hu. 2019 · 2019
Earlier work this paper cites.
Proactive human-machine conversation with explicit conversation goal
Wenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, and Haifeng Wang. 2019 · 2019
Earlier work this paper cites.
Effects of proactive dialogue strategies on human-computer trust
Matthias Kraus, Nicolas Wagner, and Wolfgang Minker. 2020 · 2020
Earlier work this paper cites.
MIME: mimicking emotions for empathetic response generation
Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, and Soujanya Poria. 2020 · 2020
Earlier work this paper cites.
Mental health and the covid-19 pandemic
Betty Pfefferbaum and Carol S North. 2020 · 2020
Cited alongside, same era.
Counseling-style reflection generation using generative pretrained transformers with augmented context
Siqi Shen, Charles Welch, Rada Mihalcea, and Verónica Pérez-Rosas. 2020 · 2020
Cited alongside, same era.
A taxonomy of empathetic response intents in human social conversations
Anuradha Welivita and Pearl Pu. 2020 · 2020
Cited alongside, same era.
Generating clarifying questions for information retrieval
Hamed Zamani, Susan T. Dumais, Nick Craswell, Paul N. Bennett, and Gord Lueck. 2020 · 2020
Cited alongside, same era.
Balancing objectives in counseling conversations: Advancing forwards or looking backwards
Justine Zhang and Cristian Danescu-Niculescu-Mizil. 2020 · 2020
Cited alongside, same era.
Evaluating conversational recommender systems via user simulation
Towards generative aspect-based sentiment analysis
Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, and Wai Lam. 2021c · 2021
Later among the works it cites.
CARE: commonsense-aware emotional response generation with latent concepts
Peixiang Zhong, Di Wang, Pengfei Li, Chen Zhang, Hao Wang, and Chunyan Miao. 2021 · 2021
Later among the works it cites.
Improving multi-turn emotional support dialogue generation with lookahead strategy planning
Yi Cheng, Wenge Liu, Wenjie Li, Jiashuo Wang, Ruihui Zhao, Bang Liu, Xiaodan Liang, and Yefeng Zheng. 2022 · 2022
Later among the works it cites.
PACIFIC: towards proactive conversational question answering over tabular and textual data in finance
Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, and Tat-Seng Chua. 2022a · 2022
Later among the works it cites.
User satisfaction estimation with sequential dialogue act modeling in goal-oriented conversational systems
Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, and Helen Meng. 2022b · 2022
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Shuo Zhang and Krisztian Balog. 2020 · 2020
Cited alongside, same era.
Unified conversational recommendation policy learning via graph-based reinforcement learning
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, and Wai Lam. 2021 · 2021
Cited alongside, same era.
Improving empathetic response generation by recognizing emotion cause in conversations
Jun Gao, Yuhan Liu, Haolin Deng, Wei Wang, Yu Cao, Jiachen Du, and Ruifeng Xu. 2021 · 2021
Cited alongside, same era.
Perspective-taking and pragmatics for generating empathetic responses focused on emotion causes
Hyunwoo Kim, Byeongchang Kim, and Gunhee Kim. 2021 · 2021
Cited alongside, same era.
Towards emotional support dialog systems
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, and Minlie Huang. 2021 · 2021
Cited alongside, same era.
Topic shift detection for mixed initiative response
Konigari Rachna, Saurabh Ramola, Vijay Vardhan Alluri, and Manish Shrivastava. 2021 · 2021
Cited alongside, same era.
Recipes for building an open-domain chatbot
Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, and Jason Weston. 2021 · 2021
Cited alongside, same era.
Later among the works it cites.
Interacting with non-cooperative user: A new paradigm for proactive dialogue policy
Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, and Tat-Seng Chua. 2022 · 2022
Later among the works it cites.
Knowledge bridging for empathetic dialogue generation
Qintong Li, Piji Li, Zhumin Chen, and Zhaochun Ren. 2022b · 2022
Later among the works it cites.
A computational approach to understand mental health from reddit: Knowledge-aware multitask learning framework
Usha Lokala, Aseem Srivastava, Triyasha Ghosh Dastidar, Tanmoy Chakraborty, Md Shad Akthar, Maryam Panahiazar, and Amit P. Sheth. 2022 · 2022
Later among the works it cites.
Speaker and time-aware joint contextual learning for dialogue-act classification in counselling conversations
Ganeshan Malhotra, Abdul Waheed, Aseem Srivastava, Md. Shad Akhtar, and Tanmoy Chakraborty. 2022 · 2022
Later among the works it cites.
Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Yajing Sun, and Yunpeng Li. 2022 · 2022
Later among the works it cites.
Mental health disorder identification from motivational conversations
Tulika Saha, Saichethan Miriyala Reddy, Sriparna Saha, and Pushpak Bhattacharyya. 2022 · 2022
Later among the works it cites.
Evaluating mixed-initiative conversational search systems via user simulation
Ivan Sekulic, Mohammad Aliannejadi, and Fabio Crestani. 2022 · 2022
Later among the works it cites.
Knowledge enhanced reflection generation for counseling dialogues
Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, and Rada Mihalcea. 2022 · 2022
Later among the works it cites.
A taxonomy of empathetic questions in social dialogs
Ekaterina Svikhnushina, Iuliana Voinea, Anuradha Welivita, and Pearl Pu. 2022 · 2022
Later among the works it cites.
MISC: A mixed strategy-aware model integrating COMET for emotional support conversation
Quan Tu, Yanran Li, Jianwei Cui, Bin Wang, Ji-Rong Wen, and Rui Yan. 2022 · 2022
Later among the works it cites.
Heal: A knowledge graph for distress management conversations
Anuradha Welivita and Pearl Pu. 2022 · 2022
Later among the works it cites.
A survey on aspect-based sentiment analysis: Tasks, methods, and challenges
Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, and Wai Lam. 2022 · 2022
Later among the works it cites.
A survey on proactive dialogue systems: Problems, methods, and prospects
Yang Deng, Wenqiang Lei, Wai Lam, and Tat-Seng Chua. 2023 · 2023
Closest in time.
Towards an online empathetic chatbot with emotion causes
Yanran Li, Ke Li, Hongke Ning, Xiaoqiang Xia, Yalong Guo, Chen Wei, Jianwei Cui, and Bin Wang. 2021 · 2045
Closest in time.
An analysis of mixed initiative and collaboration in information-seeking dialogues
Svitlana Vakulenko, Evangelos Kanoulas, and Maarten de Rijke. 2020 · 2088
Closest in time.