Yong Liu
Yong Liu has 2 papers in our library, in 2020–2024, most of them on Language models & pretraining, Dialogue systems, Efficient models & compression; often with Chen Zhang, Chunyan Miao, Hao Wang.
OpenAlex · ORCID · h-index 31 · 307 works · 3,977 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 187 times in our library · ⭐ Paper Stars ranking: #3225
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workHuman-Computer Interaction · 1 work
🧭 Topics 3Research subjects and languages the work is about.Dialogue systems · 1 workEfficient models & compression · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- A Survey on Model Compression for Large Language Models (2024 · 381 citations)
Running LLMs with billions of parameters is costly. A 175B-parameter GPT model, for example, occupies roughly 350GB in FP16 and needs several 80GB A100 GPUs just for inference. This survey, which the authors describe as the first devoted entirely to compressing LLMs, organizes the field into four families… - Towards Persona-Based Empathetic Conversational Models (2020 · 162 citations)
Prior work on empathetic dialogue agents mostly ignored who is speaking. Psychology links persona to personality, and personality in turn shapes empathy. The authors also found that, in EMPATHETICDIALOGUES, responses from different speakers diverge more than random response sets. To study this link, they define a…
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2020
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2024
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