Huijia Li
Huijia Li has 3 papers in our library, in 2026, most of them on Legal AI, Evaluation & benchmarks, Reasoning; often with Qian Liu, Qiqi Wang, Fanghao Lou.
OpenAlex · h-index 0 · 4 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksPolitical Science and International Relations · 3 worksSocial Sciences · 3 worksLaw · 2 works
🧭 Topics 4Research subjects and languages the work is about.Legal AI · 2 worksEfficient models & compression · 1 workEvaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
Papers
- DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI (2026)
The paper introduces defence opinion generation as a new LegalAI task. A model must produce a structured defence statement for a Chinese criminal case using two inputs: the indictment and the defendant's own stated position. These inputs often conflict, so the authors treat the task as a dual-perspective problem.… - Less is More: Knowledge-Aware Compression for Long Legal Judgment Prediction (2026)
Predicting court outcomes from long case descriptions is costly for LLMs because attention cost grows quadratically with input length, and crucial legal facts can get lost in lengthy contexts. - Pub-LawBench: Public-Oriented Benchmarking for LegalAI (2026)
Most LegalAI benchmarks, such as LegalBench and LawBench, are built around what lawyers need: issue spotting, citations, and rigorous reasoning.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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