biomedical relation extraction

Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ACL 2026 Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025 Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction NAACL 2025 Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025 Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023 Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers ACL 2023 Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022 Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022 MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022 Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction NAACL 2021 Global Locality in Biomedical Relation and Event Extraction ACL 2020 Learning Informative Representations of Biomedical Relations with Latent Variable Models EMNLP 2020 Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture EMNLP 2019 Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction EMNLP 2019 On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019 Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction EMNLP 2019