Lechen Zhang
Lechen Zhang has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Lu Wang, Farima Fatahi Bayat, Sheza Munir.
OpenAlex · ORCID · h-index 7 · 30 works · 869 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 24 times in our library · ⭐ Paper Stars ranking: #8506
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 worksSocial Sciences · 1 workSociology and Political Science · 1 work
🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation (2025 · 16 citations)
Existing long-form factuality benchmarks are fixed snapshots, which exposes them to data contamination. They also cover narrow scenarios, such as biographies or LM-written questions, rather than what real users ask. The authors address this by mining in-the-wild prompts from LMSYS-Chat-1M. They cluster the prompts… - VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts (2025 · 11 citations)
Judging whether long LLM answers are factually correct is hard because individual claims often depend on context spread across several sentences. - Logit Arithmetic Elicits Long Reasoning Capabilities Without Training (2026 · 2 citations)
Large reasoning models acquire long chain-of-thought behaviours, such as backtracking and self-checking, through costly post-training.
Co-authors here
- Lu Wang ×3
- Farima Fatahi Bayat ×2
- Sheza Munir ×2
- Xin Liu ×2
- Muhammad Khalifa
- Xinliang Frederick Zhang
- Yiyang Gu
- Yunxiang Zhang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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