← Authors

Thomas Lin

12 papers · 2010–2025 · 5 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (22) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (15) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (5) πŸ’Ž Century Club (12)

Conferences

ACL (5) EMNLP (4) CONLL (1) EACL (1) ICML (1)

Top co-authors

Asma Ben Abacha (5) Oren Etzioni (3) George Michalopoulos (3) Wen-wai Yim (3) Paul Vozila (3) Mausam (3) Gagandeep Singh (2) Jean-philippe Corbeil (2) Francois Beaulieu (2) Ranjani Ramamurthy (1)

Keywords

large language model (2) clinical nlp (2) clinical note generation (2) clinical natural language processing (2) model merging (1) medical report generation (1) direct preference optimization (1) neural network theory (1) text summarization (1) fine-grained complexity (1) synthetic data generation (1) instruction tuning (1) knowledge graph embedding (1) hopfield network (1) supervised fine-tuning (1) computational complexity (1) synthetic datum (1) hallucination detection (1) clinical note (1) language model (1)

Papers

MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes ACL 2025
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis ICML 2024
An Empirical Study of Clinical Note Generation from Doctor-Patient Encounters EACL 2023
An Investigation of Evaluation Methods in Automatic Medical Note Generation ACL 2023
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations EMNLP 2022
Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models ACL 2020
Mining Entity Types from Query Logs via User Intent Modeling ACL 2012
No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities EMNLP 2012
No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities CONLL 2012
Identifying Functional Relations in Web Text EMNLP 2010