Jingyuan Li
Jingyuan Li has 2 papers in our library, in 2026, most of them on Text generation, Evaluation & benchmarks, Reasoning; often with Jian Wang, Jian Zhang, Jiang Bian.
OpenAlex · ORCID · h-index 1 · 7 works · 1 citations OpenAlex, 2026-10-14
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 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 4Research subjects and languages the work is about.Evaluation & benchmarks · 1 workReasoning · 1 workText generation · 1 workVision & language · 1 work
Works by year
2020s
Papers
- FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation (2026)
Generative MLLMs that interleave images and text can produce content that looks authoritative but contains factual errors. - Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search (2026)
Most LLM agents for machine learning engineering (MLE) improve solutions through tree or graph search. They reduce rich execution feedback to a scalar score and use it only to decide which candidate to keep. The authors argue that this is a gradient-free approach. It wastes diagnostic information that strong…
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
Updated
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