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

Improving Vietnamese-English Medical Machine Translation COLING 2024
Italian Word Embeddings for the Medical Domain COLING 2024
MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024
UltraMedical: Building Specialized Generalists in Biomedicine NIPS 2024
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. EMNLP 2024
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey NIPS 2024
On Creating an English-Thai Code-switched Machine Translation in Medical Domain EMNLP 2024
D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models SEMEVAL 2024
Large Language Models as Drug Information Providers for Patients COLING 2024
Improving Sign Language Production in the Healthcare Domain Using UMLS and Multi-task Learning COLING 2024
D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models NAACL 2024
Efficient Medical Question Answering with Knowledge-Augmented Question Generation NAACL 2024
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations NAACL 2024
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024
ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model ACL 2024
K-QA: A Real-World Medical Q&A Benchmark ACL 2024
Multilingual Medical Language Models: A Path to Improving Lay Health Worker Effectiveness (Student Abstract) AAAI 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NIPS 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering ACL 2024
Evaluation Dataset for Japanese Medical Text Simplification NAACL 2024
ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024
Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models ACL 2023
Towards Mitigating LLM Hallucination via Self Reflection EMNLP 2023
Med-HALT: Medical Domain Hallucination Test for Large Language Models CONLL 2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset ACL 2023