Weijie Shi
Weijie Shi has 4 papers in our library, in 2025–2026, most of them on Reasoning, Summarization, Dialogue systems; often with Jia Zhu, Guoqing Ma, Hanghui Guo.
OpenAlex · ORCID · h-index 2 · 24 works · 22 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 16 times in our library · ⭐ Paper Stars ranking: #9125
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksSocial Sciences · 2 worksArts and Humanities · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksLaw · 1 workPolitical Science and International Relations · 1 workComputer Vision and Pattern Recognition · 2 worksSociology and Political Science · 1 work
🧭 Topics 6Research subjects and languages the work is about.Reasoning · 2 worksLegal AI · 1 workEvaluation & benchmarks · 1 workVision & language · 1 workDialogue systems · 1 workSummarization · 1 work
Works by year
2020s
Papers
- LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning (2025 · 16 citations)
Legal judgment prediction (LJP) asks a model to produce a court-like ruling from a plaintiff's claim and the case facts. - Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection (2026 · 3 citations)
Most benchmarks for video fake news detection (VFND) score only the final real/fake label. They cannot show whether a multimodal large language model (MLLM) actually saw the right evidence, understood the story, or reasoned soundly. The authors address this with POVFNDB, a process-oriented benchmark. It is built on… - ACR: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn Dialogue (2026)
Long conversations cause LLMs to lose track of earlier facts and goals. The authors name two failure modes. In contextual inertia , early mistakes keep being reused and reinforced. In state drift , key constraints and intermediate results get buried in noise or lost during compression. Larger context windows… - KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning (2026)
Standard video summarizers aim at quick overviews. On lecture videos they often scramble the teaching logic, for example stating a proof before the definition it relies on. The authors define a new task, Structure-Pedagogical Reconstruction (SPR): producing a structured summary whose concept order follows…
Co-authors here
- Jia Zhu ×3
- Guoqing Ma ×2
- Hanghui Guo ×2
- Jiajie Xu ×2
- Jiawei Shen ×2
- Jingjiang Liu ×2
- Qingyu Niu ×2
- Shimin Di ×2
- Sirui Han ×2
- Yidan Liang ×2
- Yilin Wang ×2
- Yue Cui ×2
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×3: ACL 2026 ×2, ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
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