conftrace_

medical domain

82 papers

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Co-occurring keywords

large language model (13587) domain adaptation (4595) question answering (2963) natural language inference (1287) retrieval-augmented generation (1592) medical question answering (75) medical nlp (56) benchmark evaluation (1556) clinical nlp (172) healthcare application (26)

Papers

Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital EACL 2026
Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs AAAI 2026
TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering COLING 2025
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder ACL 2025
MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025
Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain ACL 2025
MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025
Polish-English medical knowledge transfer: A new benchmark and results EMNLP 2025
Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings ACL 2025
MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation EMNLP 2025
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine EMNLP 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 2025
Factors Affecting Translation Quality in In-context Learning for Multilingual Medical Domain EMNLP 2025
TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain EMNLP 2025
Med-CoDE: Medical Critique based Disagreement Evaluation Framework NAACL 2025
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025
Efficient Domain Continual pretraining by Mitigating the Stability Gap ACL 2025
Medical Spoken Named Entity Recognition NAACL 2025
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025
ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents ACL 2025
D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models SEMEVAL 2024
On Creating an English-Thai Code-switched Machine Translation in Medical Domain EMNLP 2024
Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes NAACL 2024
Evaluation Dataset for Japanese Medical Text Simplification NAACL 2024