| False Positive and Cross-relation Signals in Distant Supervision Data | Nov 14, 2017 | General ClassificationRelation | CodeCode Available | 0 | 5 |
| Enriching Pre-trained Language Model with Entity Information for Relation Classification | May 20, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 0 | 5 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation | Oct 24, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 | 5 |
| From Argument Search to Argumentative Dialogue: A Topic-independent Approach to Argument Acquisition for Dialogue Systems | Jul 1, 2021 | Relation Classification | CodeCode Available | 0 | 5 |
| Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity | Sep 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction | Dec 1, 2016 | ClassificationEntity Extraction using GAN | CodeCode Available | 0 | 5 |
| Discourse Relations Classification and Cross-Framework Discourse Relation Classification Through the Lens of Cognitive Dimensions: An Empirical Investigation | Nov 1, 2023 | ClassificationDiscourse Segmentation | —Unverified | 0 | 0 |
| Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks | Sep 1, 2019 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Biomedical Relation Classification by single and multiple source domain adaptation | Nov 1, 2019 | ClassificationDomain Adaptation | —Unverified | 0 | 0 |
| Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora | Jun 1, 2014 | Active LearningClassification | —Unverified | 0 | 0 |
| Direct Fact Retrieval from Knowledge Graphs without Entity Linking | May 21, 2023 | Entity DisambiguationEntity Linking | —Unverified | 0 | 0 |
| Bidirectional Recurrent Convolutional Neural Network for Relation Classification | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Bidirectional Long Short-Term Memory Networks for Relation Classification | Oct 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A non-DNN Feature Engineering Approach to Dependency Parsing -- FBAML at CoNLL 2017 Shared Task | Aug 1, 2017 | Dependency ParsingFeature Engineering | —Unverified | 0 | 0 |
| Dependency Based Embeddings for Sentence Classification Tasks | Jun 1, 2016 | ChunkingClassification | —Unverified | 0 | 0 |
| Dense Event Ordering with a Multi-Pass Architecture | Jan 1, 2014 | Relation ClassificationTemporal Information Extraction | —Unverified | 0 | 0 |
| Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification | Mar 5, 2024 | Few-Shot Relation ClassificationRelation | —Unverified | 0 | 0 |
| Semantic Relations and Deep Learning | Sep 11, 2020 | Deep LearningRelation Classification | —Unverified | 0 | 0 |
| A VSM-based Statistical Model for the Semantic Relation Interpretation of Noun-Modifier Pairs | Sep 1, 2015 | Question AnsweringRelation | —Unverified | 0 | 0 |
| CVAE-based Re-anchoring for Implicit Discourse Relation Classification | Nov 1, 2021 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| AutoRC: Improving BERT Based Relation Classification Models via Architecture Search | Sep 22, 2020 | General ClassificationNeural Architecture Search | —Unverified | 0 | 0 |
| A Dependency-Based Neural Network for Relation Classification | Jul 16, 2015 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification | Aug 30, 2018 | 16kDiscourse Parsing | —Unverified | 0 | 0 |
| Customized Attention Mechanism for Relation Classification | Dec 1, 2018 | ClassificationRelation | —Unverified | 0 | 0 |
| Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning | Oct 1, 2018 | Machine Translationreinforcement-learning | —Unverified | 0 | 0 |
