| Improving Scientific Relation Classification with Task Specific Supersense | Dec 1, 2018 | ClassificationRelation | —Unverified | 0 |
| Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse Connectives | May 1, 2015 | Discourse ParsingNatural Language Understanding | —Unverified | 0 |
| Improving Vision-and-Language Reasoning via Spatial Relations Modeling | Nov 9, 2023 | Position regressionRelation | —Unverified | 0 |
| Improving Zero-shot Relation Classification via Automatically-acquired Entailment Templates | Jul 13, 2023 | Natural Language InferenceRelation | —Unverified | 0 |
| Inconsistent Few-Shot Relation Classification via Cross-Attentional Prototype Networks with Contrastive Learning | Oct 13, 2021 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Inducing Latent Semantic Relations for Structured Distributional Semantics | Aug 1, 2014 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Inter-Weighted Alignment Network for Sentence Pair Modeling | Sep 1, 2017 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Investigation of annotator's behaviour using eye-tracking data | Aug 1, 2013 | ChunkingCoreference Resolution | —Unverified | 0 |
| Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism | Nov 1, 2020 | RelationRelation Classification | —Unverified | 0 |
| IRCMS at SemEval-2018 Task 7 : Evaluating a basic CNN Method and Traditional Pipeline Method for Relation Classification | Jun 1, 2018 | General ClassificationNamed Entity Recognition (NER) | —Unverified | 0 |
| Joint Extraction of Entity and Relation with Information Redundancy Elimination | Nov 27, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Jointly Extracting Multiple Triplets with Multilayer Translation Constraints | Jul 17, 2019 | Knowledge Base Constructionnamed-entity-recognition | —Unverified | 0 |
| Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion | Nov 13, 2016 | General ClassificationKnowledge Graph Completion | —Unverified | 0 |
| Joint Type Inference on Entities and Relations via Graph Convolutional Networks | Jul 1, 2019 | RelationRelation Classification | —Unverified | 0 |
| KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification | Feb 25, 2020 | General ClassificationMeta-Learning | —Unverified | 0 |
| KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness | May 2, 2023 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery | May 16, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network | Aug 1, 2017 | ArticlesGeneral Classification | —Unverified | 0 |
| LabelPrompt: Effective Prompt-based Learning for Relation Classification | Feb 16, 2023 | ClassificationContrastive Learning | —Unverified | 0 |
| Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features | Sep 6, 2024 | Feature EngineeringFew-Shot Learning | —Unverified | 0 |
| Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text | Aug 1, 2017 | ArticlesClassification | —Unverified | 0 |
| Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training | Oct 21, 2020 | Few-Shot Relation ClassificationRelation | —Unverified | 0 |
| Learning to Explicitate Connectives with Seq2Seq Network for Implicit Discourse Relation Classification | Nov 5, 2018 | ClassificationDiscourse Parsing | —Unverified | 0 |
| Learning to Relate from Captions and Bounding Boxes | Dec 1, 2019 | Image CaptioningRelation Classification | —Unverified | 0 |
| Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks | Nov 1, 2017 | Knowledge Base PopulationQuestion Answering | —Unverified | 0 |
