Wenyu Chen
Wenyu Chen has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Information retrieval & search; often with Benyou Wang, Junying Chen, Ke Ji.
OpenAlex · ORCID · h-index 14 · 92 works · 756 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 15 times in our library · ⭐ Paper Stars ranking: #10377
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Information retrieval & search · 1 workLanguage models & pretraining · 1 workEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions (2025 · 19 citations)
Retrieval-augmented LLMs are usually tuned on narrow QA sets such as NQ or TriviaQA. As a result, they cope poorly when retrieved passages only partly help, do not help at all, or must be combined across several documents. The authors present RAG-Instruct, a recipe for generating varied RAG training data from any… - Beyond the Singular: Revealing the Value of Multiple Generations in Benchmark Evaluation (2026)
Most LLM benchmarks score a model from one output per prompt, produced either by greedy decoding or by a single random sample.
Co-authors here
Venues
- 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
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