Deepanway Ghosal
Deepanway Ghosal has 2 papers on this site, in 2019–2020, most of them on Sentiment & emotion, Dialogue systems; often with Alexander Gelbukh, Navonil Majumder, Soujanya Poria.
OpenAlex · ORCID · h-index 19 · 67 works · 2 773 citations OpenAlex, 2026-10-14
Affiliations
- Singapore University of Technology and Design · Singapore, Singapore — 2019–2025 on 33 papers
- Google (United States) · Mountain View, United States — 2023–2025 on 2 papers
- University of Michigan · Ann Arbor, United States — 2022–2023 on 2 papers
- Instituto Politécnico Nacional · Mexico City, Mexico — 2020 on 2 papers
- Indian Institute of Technology Patna · Patna, India — 2017–2019 on 7 papers
- Nanyang Technological University · Singapore, Singapore — 2018–2019 on 2 papers
Topics
Papers
- DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation (2019 · 850 citations)
DialogueGCN targets emotion recognition in conversation (ERC). Earlier RNN-based approaches such as DialogueRNN struggle to carry context across distant utterances and do not explicitly encode who said what or where an utterance sits relative to the target. The authors represent each dialogue as a directed graph.… - MIME: MIMicking Emotions for Empathetic Response Generation (2020 · 277 citations)
The paper tackles empathetic response generation in dialogue. The authors argue that earlier systems, such as the state-of-the-art MoEL, treat all emotions as one flat, uniform set. MIME instead assumes that empathetic listeners partly copy the speaker's emotion, and that how much they copy depends on whether that…
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