Xinshu Shen
Xinshu Shen has 2 papers in our library, in 2023–2026, most of them on Discourse analysis, Language models & pretraining; often with Man Lan, Hongyi Wu, Shaoguang Mao.
OpenAlex · h-index 2 · 9 works · 16 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 7 times in our library · ⭐ Paper Stars ranking: #10950
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksLanguage and Linguistics · 1 workPhilosophy · 1 work
🧭 Topics 2Research subjects and languages the work is about.Discourse analysis · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis (2023 · 12 citations)
Research on discourse coherence usually treats its dimensions separately: scoring a whole text, tracking how topics develop, or labelling relations between text segments. - Generative Gamer: Learning Equilibrium Strategy by LLM-driven Dynamic Deduction (2026)
LLMs play strategic games poorly because finding equilibrium moves usually means exploring a game tree that grows explosively with depth.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2023
Cited by
Updated
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