Thomas Lin
12 papers · 2010–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (15)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(5)
π
Century Club
(12)
Conferences
ACL (5)
EMNLP (4)
CONLL (1)
EACL (1)
ICML (1)
Top co-authors
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)
evaluation metric
(1)
hallucination detection
(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