biomedical nlp

A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022 A sequence-to-sequence approach for document-level relation extraction ACL 2022 Augmented Bio-SBERT: Improving Performance for Pairwise Sentence Tasks in Bio-medical Domain COLING 2022 Dataset Debt in Biomedical Language Modeling ACL 2022 DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction EMNLP 2022 Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking IJCAI 2022 Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022 Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022 In-BoXBART: Get Instructions into Biomedical Multi-Task Learning NAACL 2022 Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022 LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation COLING 2022 LinkBERT: Pretraining Language Models with Document Links ACL 2022 Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022 A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ACL 2021 BioELECTRA:Pretrained Biomedical text Encoder using Discriminators NAACL 2021 Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing EMNLP 2021 Graphine: A Dataset for Graph-aware Terminology Definition Generation EMNLP 2021 Integrating Higher-Level Semantics into Robust Biomedical Name Representations EACL 2021 Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP 2021 Modular Self-Supervision for Document-Level Relation Extraction EMNLP 2021 NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 EMNLP 2021 Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021 Scientific Claim Verification with VerT5erini EACL 2021 Stress Test Evaluation of Biomedical Word Embeddings NAACL 2021 UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus NAACL 2021