Jiawei Zhang
Jiawei Zhang has 2 papers in our library, in 2024–2026, most of them on Reasoning, Language models & pretraining; often with Bo Zhang, Bowen Jin, Chulin Xie.
OpenAlex · ORCID · h-index 9 · 17 works · 370 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 48 times in our library · ⭐ Paper Stars ranking: #8148
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (2024 · 89 citations)
LLMs often hallucinate on knowledge-heavy questions. Standard retrieval augmentation treats each document as a separate unit, so it misses knowledge carried by links between texts, such as citations, co-purchases or legal references. Turning whole neighbourhoods into text is also impractical, because subgraphs grow… - DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs (2026)
Large reasoning models solve math word problems well on clean text. When the input contains typos or similar character-level corruption, their accuracy falls, but their confidence stays high. The authors document this mismatch and introduce DisCal, a calibration method built specifically for noisy inputs.
Co-authors here
- Bo Zhang
- Bowen Jin
- Chulin Xie
- Guotong Geng
- Jiawei Han
- Jun Zhang
- Minghao Hu
- Suhang Wang
- Wen Yao
- Xianfeng Tang
- Yu Meng
- Yu Zhang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
Cited by
Updated
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