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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023
SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023
Identifying Early Maladaptive Schemas from Mental Health Question Texts EMNLP 2023
Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023
Automated De-Identification of Arabic Medical Records EMNLP 2023
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer AAAI 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
Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022
A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ACL 2022
Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
Explainable Assessment of Healthcare Articles with QA ACL 2022
Data Augmentation for Biomedical Factoid Question Answering ACL 2022
Slot Filling for Biomedical Information Extraction ACL 2022
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
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