Jierui Li
Jierui Li has 3 papers in our library, in 2022–2026, most of them on Information extraction, Reasoning, Code & programming languages; often with Caiming Xiong, Hung Le, Silvio Savarese.
OpenAlex · h-index 3 · 12 works · 87 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 52 times in our library · ⭐ Paper Stars ranking: #6511
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputational Theory and Mathematics · 1 workMathematics · 1 workComputer Science Applications · 1 workInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Information extraction · 1 workReasoning · 1 workCode & programming languages · 1 work
Works by year
2020s
Papers
- Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction (2022 · 102 citations)
The paper treats solving a math word problem as multi-step relation extraction between quantities, instead of generating an expression tree top-down as seq2tree and graph2tree models do. - CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models (2025 · 21 citations)
Hard programming tasks have a huge space of possible solutions. Older methods either sample many independent candidates or repeatedly refine one early attempt, which can trap them in a local optimum. CodeTree addresses this by organizing code generation as a tree search run by cooperating LLM agents. A Thinker agent… - GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs (2026)
Multimodal LLMs have become better at inferring what a single agent believes or wants. Real social settings demand more: forecasting how private beliefs and goals interact under hierarchy, conformity and information asymmetry, often producing group results nobody intended, such as groupthink or the Abilene Paradox.…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026, ACL 2022
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
Cited by
Updated
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