Medical NLP

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP 2022 Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer AAAI 2022 Slot Filling for Biomedical Information Extraction ACL 2022 The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature ACL 2022 Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models ACL 2022 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021 A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums EMNLP 2021 A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ACL 2021 Automated Lay Language Summarization of Biomedical Scientific Reviews AAAI 2021 Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism ACL 2021 Coreference Resolution for the Biomedical Domain: A Survey EMNLP 2021 Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text EMNLP 2021 Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021 Detecting Health Advice in Medical Research Literature EMNLP 2021 Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021 Evidence-based Fact-Checking of Health-related Claims EMNLP 2021 Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 2021 Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021 Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL 2021 Interacting Knowledge Sources, Inspection and Analysis: Case-studies on Biomedical text processing EMNLP 2021 Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021 Nutri-bullets: Summarizing Health Studies by Composing Segments AAAI 2021 Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021 Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021 Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021