Asma Ben Abacha
20 papers · 2015–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
π§
Keyword Pioneer
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Renaissance Researcher
(5)
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Trend Setter
π
Conference Pioneer
β
The Questioner
ποΈ
Keyword Collector
(93)
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(16)
Applications
(10)
Healthcare & Medicine
(9)
Clinical
(9)
Artificial Intelligence
(6)
Machine Learning
(6)
Application Areas
(6)
Core AI
(6)
Generation
(6)
Deep Learning
(3)
Models
(3)
Resources & Methods
(3)
Computer Vision
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Keywords
large language model
(4)
question summarization
(3)
natural language inference
(3)
question answering
(3)
clinical note generation
(3)
consumer health
(2)
clinical nlp
(2)
abstractive summarization
(2)
text classification
(2)
data augmentation
(2)
question entailment
(2)
information retrieval
(2)
medical nlp
(2)
medical error detection
(2)
clinical natural language processing
(2)
text summarization
(2)
doctor-patient dialogue
(2)
text generation
(1)
dialogue generation
(1)
direct preference optimization
(1)
Papers
BTReport: A Framework for Brain Tumor Radiology Report Generation with Clinically Relevant Features
MIDL 2026
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment
ACL 2025
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
EMNLP 2025
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes
ACL 2025
DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology
MICCAI 2024
Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction
NAACL 2024
Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation
NAACL 2024
To Err Is Human, How about Medical Large Language Models? Comparing Pre-trained Language Models for Medical Assessment Errors and Reliability
COLING 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
Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations
ACL 2023
Evidence-based Fact-Checking of Health-related Claims
EMNLP 2021
Overview of the MEDIQA 2021 Shared Task on Summarization in the Medical Domain
NAACL 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards
ACL 2021
Visual Question Generation from Radiology Images
ACL 2020
On the Summarization of Consumer Health Questions
ACL 2019
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering
ACL 2019
NLM_NIH at SemEval-2017 Task 3: from Question Entailment to Question Similarity for Community Question Answering
SemEval 2017
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature
COLING 2016
LIST-LUX: Disorder Identification from Clinical Texts
SemEval 2015