Xingyu Zhu
Xingyu Zhu has 2 papers in our library, in 2026, most of them on Named entity recognition, Language models & pretraining, Vision & language; often with Claire Nédellec, Junfeng Fang, Robert Bossy.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksBiochemistry, Genetics and Molecular Biology · 1 workComputer Vision and Pattern Recognition · 1 workMolecular Biology · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workNamed entity recognition · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation (2026)
Large vision-language models (LVLMs) often describe things that are not in the image. Representation-editing fixes are cheaper than fine-tuning on curated data, but they tend to damage general output quality, causing repetitive or incoherent text. The authors trace this damage to two causes. First, the extracted… - SCoNE: a Self-Correcting and Noise-Augmented Method for Complex Biological and Chemical Named Entity Recognition (2026)
Generative models for biological and chemical NER can handle entities that tagging schemes struggle with, such as nested and discontinuous mentions.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
Updated
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