Teng Wang
Teng Wang has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Jun Wang, Shengjie Ma, Weiming Zhang.
OpenAlex · ORCID · h-index 16 · 62 works · 823 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 10 times in our library · ⭐ Paper Stars ranking: #9840
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models (2026 · 10 citations)
Process Reward Models (PRMs) score each step of an LLM's mathematical reasoning. They have two weaknesses: they can be gamed through reward hacking, and they need costly step-level annotation. They also penalize a wrong step even when a later step fixes it. - ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution (2026 · 1 citation)
The paper addresses two obstacles to deploying web-browsing agents in production. First, general-purpose models lack prior knowledge of the many different site layouts and business rules. Second, agents tend to drift away from the goal as interaction sequences grow longer. The authors, from OPPO Research Institute…
Co-authors here
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 2026
Cited by
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