Medical NLP

Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023 Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 2023 Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023 Can Social Media Inform Dietary Approaches for Health Management? A Dataset and Benchmark for Low-Carb Diet ACL 2023 CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care NeurIPS 2023 Context-aware Medication Event Extraction from Unstructured Text ACL 2023 Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types ACL 2023 Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ACL 2023 Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023 EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023 ELiRF-VRAIN at BioNLP Task 1B: Radiology Report Summarization ACL 2023 Exploring Partial Knowledge Base Inference in Biomedical Entity Linking ACL 2023 Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments ACL 2023 Identifying Early Maladaptive Schemas from Mental Health Question Texts EMNLP 2023 Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers EMNLP 2023 Improving Biomedical Entity Linking with Cross-Entity Interaction AAAI 2023 Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue ACL 2023 ISIKSumm at BioLaySumm Task 1: BART-based Summarization System Enhanced with Bio-Entity Labels ACL 2023 KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023 KnowLab at RadSum23: comparing pre-trained language models in radiology report summarization ACL 2023 Knowledge Injection for Disease Names in Logical Inference between Japanese Clinical Texts ACL 2023 KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition ACL 2023 LHS712EE at BioLaySumm 2023: Using BART and LED to summarize biomedical research articles ACL 2023 MDC at BioLaySumm Task 1: Evaluating GPT Models for Biomedical Lay Summarization ACL 2023 Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts AAAI 2023