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| Annotating Story Timelines as Temporal Dependency Structures | May 1, 2012 | Reading ComprehensionRelation | —Unverified | 0 | 0 |
| Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning | Oct 1, 2022 | Document-level Relation ExtractionRelation | —Unverified | 0 | 0 |
| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Jun 1, 2019 | Reading ComprehensionRelation | —Unverified | 0 | 0 |
| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Apr 4, 2019 | Reading ComprehensionRelation | —Unverified | 0 | 0 |
| Annotating Relation Mentions in Tabloid Press | May 1, 2014 | ArticlesRelation | —Unverified | 0 | 0 |
| A French Corpus and Annotation Schema for Named Entity Recognition and Relation Extraction of Financial News | May 1, 2020 | Articlesnamed-entity-recognition | —Unverified | 0 | 0 |
| A Crucial Parameter for Rank-Frequency Relation in Natural Languages | Feb 1, 2024 | parameter estimationRelation | —Unverified | 0 | 0 |
| Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation | Jul 13, 2024 | RAGRelation | —Unverified | 0 | 0 |
| Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering | Oct 7, 2024 | Question AnsweringRelation | —Unverified | 0 | 0 |
| BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts | Oct 31, 2024 | Contrastive LearningRelation | —Unverified | 0 | 0 |
| Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture | Sep 26, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Annotating Relation Inference in Context via Question Answering | Aug 1, 2016 | Natural Language InferenceQuestion Answering | —Unverified | 0 | 0 |
| DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations | Jul 8, 2025 | In-Context LearningJoint Entity and Relation Extraction | —Unverified | 0 | 0 |
| Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier | Jan 9, 2025 | RAGRelation | —Unverified | 0 | 0 |
| Improving Distant Supervised Relation Extraction by Dynamic Neural Network | Nov 15, 2019 | RelationRelation Extraction | —Unverified | 0 | 0 |
| DLAFormer: An End-to-End Transformer For Document Layout Analysis | May 20, 2024 | Document Layout AnalysisDocument Summarization | —Unverified | 0 | 0 |
| Biomedical Relation Classification by single and multiple source domain adaptation | Nov 1, 2019 | ClassificationDomain Adaptation | —Unverified | 0 | 0 |
| Annotating Inter-Sentence Temporal Relations in Clinical Notes | May 1, 2014 | RelationRelation Extraction | —Unverified | 0 | 0 |
| A Framework for Relation Extraction Across Multiple Datasets in Multiple Domains | Aug 1, 2019 | RelationRelation Extraction | —Unverified | 0 | 0 |
| Cortical Divisive Normalization from Wilson-Cowan Neural Dynamics | Jun 19, 2019 | Relation | —Unverified | 0 | 0 |
| Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing | Jul 1, 2018 | Dependency ParsingDiversity | —Unverified | 0 | 0 |
| Diversity Over Quantity: A Lesson From Few Shot Relation Classification | Dec 6, 2024 | DiversityFew-Shot Learning | —Unverified | 0 | 0 |
| Distributional Semantic Concept Models for Entity Relation Discovery | Jun 1, 2015 | RelationSemantic Textual Similarity | —Unverified | 0 | 0 |
| BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network | Oct 26, 2021 | Knowledge GraphsRelation | —Unverified | 0 | 0 |
