Huangming Xu
Huangming Xu has 2 papers in our library, in 2026, most of them on Information extraction; often with Fu Zhang, Jingwei Cheng, Zhixuan Yang.
OpenAlex · h-index 2 · 9 works · 13 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The 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 work
🧭 Topics 1Research subjects and languages the work is about.Information extraction · 2 works
Works by year
2020s
Papers
- ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction (2026)
The paper addresses a weakness in how document-level relation extraction (DocRE) models are trained. DocRE is a multi-label task, and most current systems use the Adaptive Threshold Loss (ATL) or its variants. These losses learn a per-pair threshold class TH but optimize positive and negative relations separately.… - DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling (2026)
Cross-document relation extraction (CodRE) predicts the relation between a head and a tail entity that appear in different documents, linked through shared bridge entities.
Co-authors here
Venues
Updated
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