conftrace_

Soumyadeep Roy

4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ACL (2) EMNLP (1) IJCAI (1)

Top co-authors

Gunjan Balde (4) Mainack Mondal (4) Niloy Ganguly (4)

Keywords

text summarization (3) domain adaptation (2) vocabulary adaptation (2) large language model (2) parameter-efficient fine-tuning (1) medical domain (1) vocabulary optimization (1) medical text (1) language model (1)

Papers

Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization ACL 2026 Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings ACL 2025 Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models EMNLP 2024 MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024