Xiaoying Ling
Xiaoying Ling has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Bosi Wen, Cunxiang Wang, Hongning Wang.
OpenAlex · h-index 2 · 8 works · 12 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 251 times in our library · ⭐ Paper Stars ranking: #11304
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation (2026 · 1 citation)
LLM-as-a-Judge is often used to supply rewards for training instruction-following. It has two problems. First, it is expensive, because strong proprietary or reasoning models must judge every constraint in a separate call. Second, it is unreliable: these judges miss errors and count poorly. IF-CRITIC is a 14B critic… - IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation (2026 · 1 citation)
Judge models (LLM-as-a-Judge and reward models) are widely used to check whether LLM outputs obey instructions and to supply reward signals for alignment.
Co-authors here
- Bosi Wen ×2
- Cunxiang Wang ×2
- Hongning Wang ×2
- Minlie Huang ×2
- Pei Ke ×2
- Yilin Niu ×2
- Ying Zhang ×2
- Aohan Zeng
Venues
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Updated
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