Ante Wang
Ante Wang has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Bingshuai Liu, Haibo Zhang, Jinsong Su.
OpenAlex · h-index 1 · 3 works · 1 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 3 times in our library · ⭐ Paper Stars ranking: #10682
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Beyond “I Don't Know”: Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty (2026 · 3 citations)
Most work on LLM abstention treats every refusal the same way. This paper argues that a reliable model also needs to know why it is unsure. It separates two sources of uncertainty. Data uncertainty means the question is ambiguous or missing information, which calls for asking the user to clarify. Model uncertainty… - Orchestrating Tokens and Sequences: Dynamic Hybrid Policy Optimization for RLVR (2026 · 1 citation)
RLVR methods for training LLMs on reasoning operate at a single granularity. GRPO corrects off-policy updates per token, which supports precise credit assignment but becomes noisy and unstable. GSPO uses one length-normalized ratio for a whole response, which matches sequence-level rewards and is steadier but gives…
Co-authors here
- Bingshuai Liu
- Haibo Zhang
- Jinsong Su
- Linlu Gong
- Long Zhang
- Weizhi Ma
- Xiaolong Wang
- Yang Liu
- Yunghwei Lai
- Zijun Min
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
Updated
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