Minzheng Wang
Minzheng Wang has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Question answering, Evaluation & benchmarks; often with Haiyang Yu, Nan Xu, Run Luo.
OpenAlex · h-index 4 · 23 works · 60 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 62 times in our library · ⭐ Paper Stars ranking: #7197
Affiliations
Fields, topics and concepts
📚 Shelves 5The 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 works
🧭 Topics 3Research subjects and languages the work is about.Question answering · 1 workEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA (2024 · 72 citations)
Most current long-context benchmarks make inputs longer by padding them with unrelated filler text. In those setups, the evidence for an answer usually sits in one place, so a model can skip most of the input and still answer correctly. Wang et al. address this with Loong, a multi-document QA benchmark where every… - EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models (2025 · 5 citations)
Most instruction-following benchmarks test either one task with several constraints or several tasks with one constraint each. - Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents (2026)
The paper looks at what goes wrong when self-play reinforcement learning with verifiable rewards (RLVR) moves from closed tasks like math or code to open-ended social language games.
Co-authors here
- Haiyang Yu ×2
- Nan Xu ×2
- Run Luo ×2
- Xinghua Zhang ×2
- Bingli Wu
- Fei Huang
- Lei Zhang
- Lu Wang
- Min Yang
- Shengyi Liao
- Wenji Mao
- Yanbo Wang
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP) ×2: EMNLP 2025, EMNLP 2024
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
Cited by
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