conftrace_

Benno Uthayasooriyar

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

COLING (2) EACL (1)

Top co-authors

Caio Corro (3) Antoine Ly (2) Franck Vermet (2) Ayoub Hammal (1)

Research topics

Machine Learning (2) Application Areas (2) Learning Types (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Architectures (1) Core AI (1) Domain-Specific (1) Techniques (1) Understanding (1)

Keywords

domain adaptation (2) named entity recognition (2) document understanding (2) subspace selection (1) document analysis (1) pre-trained model (1) insurance domain (1) layout-aware model (1) unsupervised learning (1) relative polar coordinate (1) few-shot learning (1) self-attention mechanism (1)

Papers

DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures EACL 2026 Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection COLING 2025 Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025