| Do Multi-Sense Embeddings Improve Natural Language Understanding? | Jun 2, 2015 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Bootstrapping Distantly Supervised IE using Joint Learning and Small Well-structured Corpora | Jun 10, 2016 | RelationRelation Extraction | —Unverified | 0 | 0 |
| Domain Ontology Learning Enhanced by Optimized Relation Instance in DBpedia | May 1, 2016 | Relation | —Unverified | 0 | 0 |
| Boosting Span-based Joint Entity and Relation Extraction via Squence Tagging Mechanism | May 21, 2021 | Joint Entity and Relation Extractionnamed-entity-recognition | —Unverified | 0 | 0 |
| A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs | Sep 4, 2019 | Computational EfficiencyGraph Embedding | —Unverified | 0 | 0 |
| A Further Generalization of the Finite-Population Geiringer-like Theorem for POMDPs to Allow Recombination Over Arbitrary Set Covers | May 11, 2013 | Relation | —Unverified | 0 | 0 |
| Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention | Jul 2, 2024 | Domain GeneralizationKnowledge Tracing | —Unverified | 0 | 0 |
| Domain Adapted Distant Supervision for Pedagogically Motivated Relation Extraction | May 1, 2020 | Reading ComprehensionRelation | —Unverified | 0 | 0 |
| Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation | Mar 19, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 | 0 |
| Boosting Contrastive Learning with Relation Knowledge Distillation | Dec 8, 2021 | Contrastive LearningKnowledge Distillation | —Unverified | 0 | 0 |
| An objective function for order preserving hierarchical clustering | Sep 9, 2021 | ClusteringRelation | —Unverified | 0 | 0 |
| Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network | Nov 1, 2017 | Domain AdaptationRelation | —Unverified | 0 | 0 |
| DOLORES: Deep Contextualized Knowledge Graph Embeddings | Oct 31, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 | 0 |
| Boolean Hedonic Games | Sep 23, 2015 | Relation | —Unverified | 0 | 0 |
| Annotation of specialized corpora using a comprehensive entity and relation scheme | May 1, 2014 | Relation | —Unverified | 0 | 0 |
| A Probability--Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors | Jun 14, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Action Assessment by Joint Relation Graphs | Oct 1, 2019 | Action AssessmentAction Quality Assessment | —Unverified | 0 | 0 |
| A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction | Jun 1, 2019 | RelationRelation Extraction | —Unverified | 0 | 0 |
| Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation | May 20, 2023 | Graph MatchingImage Segmentation | —Unverified | 0 | 0 |
| Document-level Relation Extraction with Dual-tier Heterogeneous Graph | Dec 1, 2020 | Decision MakingDocument-level Relation Extraction | —Unverified | 0 | 0 |
| BitCoin: Bidirectional Tagging and Supervised Contrastive Learning based Joint Relational Triple Extraction Framework | Sep 21, 2023 | Contrastive Learninggraph construction | —Unverified | 0 | 0 |
| Document-Level Relation Extraction with Structure Enhanced Transformer Encoder | Jul 11, 2022 | RelationRelation Extraction | —Unverified | 0 | 0 |
| BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection | Jul 1, 2020 | General ClassificationMemorization | —Unverified | 0 | 0 |
| BIOS: An Algorithmically Generated Biomedical Knowledge Graph | Mar 18, 2022 | BIG-bench Machine LearningKnowledge Graphs | —Unverified | 0 | 0 |
| Annotation of Computer Science Papers for Semantic Relation Extrac-tion | May 1, 2014 | Information RetrievalRelation | —Unverified | 0 | 0 |
| Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning | Jan 13, 2022 | Document-level Relation ExtractionRelation | —Unverified | 0 | 0 |
| 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 |