Siyang Liu
Siyang Liu has 2 papers in our library, in 2021–2024, most of them on Sentiment & emotion, Language models & pretraining, Dialogue systems; often with Minlie Huang, Sahand Sabour, Chujie Zheng.
OpenAlex · ORCID · h-index 30 · 397 works · 4,156 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 238 times in our library · ⭐ Paper Stars ranking: #4343
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksExperimental and Cognitive Psychology · 2 worksLanguage and Linguistics · 2 worksPsychology · 2 works
🧭 Topics 3Research subjects and languages the work is about.Sentiment & emotion · 2 worksDialogue systems · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Towards Emotional Support Dialog Systems (2021 · 392 citations)
This ACL-IJCNLP 2021 paper argues that dialog systems lack the ability to provide real emotional support. Earlier work on emotional chatting or empathetic responding only expresses emotion or recognizes feelings. It does not explore a person's problem or help them act on it. The authors define a new task, Emotional… - EmoBench: Evaluating the Emotional Intelligence of Large Language Models (2024 · 88 citations)
Most existing tests of emotional intelligence (EI) in large language models reuse older emotion datasets. These cover only emotion and cause recognition, and they let models succeed through frequent patterns, causes stated outright in the text, and noisy labels. To fix this, the authors created EmoBench, grounded in…
Co-authors here
- Minlie Huang ×2
- Sahand Sabour ×2
- Chujie Zheng
- Jinfeng Zhou
- Rada Mihalcea
- Yong Jiang
- Yu Li
- Zheyuan Zhang
- Zhou Yu
Venues
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