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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

Interacting Knowledge Sources, Inspection and Analysis: Case-studies on Biomedical text processing EMNLP 2021
Coreference Resolution for the Biomedical Domain: A Survey EMNLP 2021
A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums EMNLP 2021
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021
Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021
Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses AAAI 2020
Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020
LATTE: Latent Type Modeling for Biomedical Entity Linking AAAI 2020
A System for Medical Information Extraction and Verification from Unstructured Text AAAI 2020
EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response AAAI 2020
Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ACL 2020
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020
Biomedical Entity Representations with Synonym Marginalization ACL 2020
Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain ACL 2020
EVIDENCEMINER: Textual Evidence Discovery for Life Sciences ACL 2020
BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020
SUPP.AI: finding evidence for supplement-drug interactions ACL 2020
HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing ACL 2020
Self-supervised context-aware COVID-19 document exploration through atlas grounding ACL 2020
COVID-QA: A Question Answering Dataset for COVID-19 ACL 2020
Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience ACL 2020
Studying Challenges in Medical Conversation with Structured Annotation ACL 2020
Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020