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Medical NLP

324 directly classified papers

Papers per year

Papers

BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022
Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation ACL 2022
BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022
Low Resource Causal Event Detection from Biomedical Literature ACL 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022
Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models ACL 2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer AAAI 2022
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing EMNLP 2022
A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction EMNLP 2022
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022
AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022
Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022
Optum’s Submission to WMT22 Biomedical Translation Tasks EMNLP 2022
Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
AVA-TMP: A Human-in-the-Loop Multi-layer Dynamic Topic Modeling Pipeline EMNLP 2022
Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
Enriching Deep Learning with Frame Semantics for Empathy Classification in Medical Narrative Essays EMNLP 2022
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature ACL 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022
The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature ACL 2022