Chi Han
Chi Han has 3 papers in our library, in 2023–2024, most of them on Language models & pretraining, Reasoning; often with Heng Ji, Yi Fung, Yujia Qin.
OpenAlex · ORCID · h-index 7 · 54 works · 158 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 325 times in our library · ⭐ Paper Stars ranking: #3218
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksComputer Science · 3 worksControl and Systems Engineering · 1 workEngineering · 1 workArts and Humanities · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 3 worksReasoning · 1 work
Works by year
2020s
Papers
- Tool Learning with Foundation Models (2023 · 378 citations)
This survey asks how large pretrained models can learn to operate external tools such as search engines, calculators, databases, image generators and robots. - LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models (2024 · 95 citations)
Transformer LLMs are usually pre-trained on segments shorter than 4K tokens, and their output degrades sharply on much longer inputs. - CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models (2023 · 72 citations)
Tool-augmented LLMs usually depend on a fixed set of existing APIs. They must plan and execute in a single pass of implicit reasoning, which breaks easily, and they handle errors poorly. CREATOR addresses this by having the model write its own tools instead of only calling given ones. The framework has four stages.…
Co-authors here
- Heng Ji ×2
- Yi Fung ×2
- Yujia Qin ×2
- Chaojun Xiao
- Ganqu Cui
- Hao Peng
- Ning Ding
- Qifan Wang
- Shengding Hu
- Weize Chen
- Wenhan Xiong
- Yankai Lin
Venues
- ACM Computing Surveys: ACM Computing Surveys 2023
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2023
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2024
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