Medical NLP

A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction EMNLP 2022 AVA-TMP: A Human-in-the-Loop Multi-layer Dynamic Topic Modeling Pipeline EMNLP 2022 Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022 BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022 Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022 Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ACL 2022 Data Augmentation for Biomedical Factoid Question Answering ACL 2022 Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature ACL 2022 Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022 Enriching Deep Learning with Frame Semantics for Empathy Classification in Medical Narrative Essays EMNLP 2022 Explainable Assessment of Healthcare Articles with QA ACL 2022 Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022 Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022 How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022 Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022 Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation ACL 2022 Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022 KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022 Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022 Low Resource Causal Event Detection from Biomedical Literature ACL 2022 Optum’s Submission to WMT22 Biomedical Translation Tasks EMNLP 2022 PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing EMNLP 2022