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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining EMNLP 2020
A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020
A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization AAAI 2019
Exploiting Sentence Embedding for Medical Question Answering AAAI 2019
End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis AAAI 2019
Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019
Lexical Normalization of User-Generated Medical Text ACL 2019
Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019 ACL 2019
Identifying Adverse Drug Events Mentions in Tweets Using Attentive, Collocated, and Aggregated Medical Representation ACL 2019
Transfer Learning for Health-related Twitter Data ACL 2019
NLP@UNED at SMM4H 2019: Neural Networks Applied to Automatic Classifications of Adverse Effects Mentions in Tweets ACL 2019
Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019
Deep Learning for Identification of Adverse Effect Mentions In Twitter Data ACL 2019
Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019
Towards Text Processing Pipelines to Identify Adverse Drug Events-related Tweets: University of Michigan @ SMM4H 2019 Task 1 ACL 2019
Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019
Give It a Shot: Few-shot Learning to Normalize ADR Mentions in Social Media Posts ACL 2019
BIGODM System in the Social Media Mining for Health Applications Shared Task 2019 ACL 2019
Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019
Adverse Drug Effect and Personalized Health Mentions, CLaC at SMM4H 2019, Tasks 1 and 4 ACL 2019
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter ACL 2019
Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings ACL 2019
Identification of Adverse Drug Reaction Mentions in Tweets – SMM4H Shared Task 2019 ACL 2019
Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource Setting ACL 2019
Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection ACL 2019