conftrace_

biomedical domain

52 papers

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Co-occurring keywords

domain adaptation (4595) large language model (13587) question answering (2963) biomedical nlp (103) named entity recognition (2813) biomedical text (175) information extraction (1090) zero-shot learning (3650) clinical nlp (172) machine reading comprehension (430)

Papers

ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025
SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning NAACL 2025
DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains EMNLP 2025
Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025
EMPEC: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions ACL 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025
BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024
REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition ACL 2024
A Fast and Sound Tagging Method for Discontinuous Named-Entity Recognition EMNLP 2024
CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024
Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension ACL 2024
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation EMNLP 2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains ACL 2024
UltraMedical: Building Specialized Generalists in Biomedicine NIPS 2024
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions ACL 2024
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers ACL 2023
Prompt Discriminative Language Models for Domain Adaptation ACL 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023
Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023
SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023
AniEE: A Dataset of Animal Experimental Literature for Event Extraction EMNLP 2023
Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022