| A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction | May 26, 2020 | Knowledge Graph CompletionMultiple Instance Learning | CodeCode Available | 1 |
| UniRE: A Unified Label Space for Entity Relation Extraction | Jul 9, 2021 | DecoderRelation | CodeCode Available | 1 |
| Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction | Nov 1, 2021 | RelationRelation Classification | CodeCode Available | 1 |
| Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding | May 23, 2022 | Natural Language UnderstandingNER | CodeCode Available | 1 |
| Multi-Task Attentive Residual Networks for Argument Mining | Feb 24, 2021 | Argument MiningComponent Classification | CodeCode Available | 1 |
| Structured Prediction as Translation between Augmented Natural Languages | Jan 14, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | CodeCode Available | 1 |
| Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness | Jan 14, 2025 | Event ExtractionInstruction Following | CodeCode Available | 1 |
| Biomedical Relation Classification by single and multiple source domain adaptation | Nov 1, 2019 | ClassificationDomain Adaptation | —Unverified | 0 |
| Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora | Jun 1, 2014 | Active LearningClassification | —Unverified | 0 |
| Bidirectional Recurrent Convolutional Neural Network for Relation Classification | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Bidirectional Long Short-Term Memory Networks for Relation Classification | Oct 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| A non-DNN Feature Engineering Approach to Dependency Parsing -- FBAML at CoNLL 2017 Shared Task | Aug 1, 2017 | Dependency ParsingFeature Engineering | —Unverified | 0 |
| Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification | Aug 30, 2018 | 16kDiscourse Parsing | —Unverified | 0 |
| Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification | Mar 5, 2024 | Few-Shot Relation ClassificationRelation | —Unverified | 0 |
| A Bi-LSTM-RNN Model for Relation Classification Using Low-Cost Sequence Features | Aug 27, 2016 | Dependency ParsingGeneral Classification | —Unverified | 0 |
| ClearTK-TimeML: A minimalist approach to TempEval 2013 | Jun 1, 2013 | ChunkingRelation Classification | —Unverified | 0 |
| A VSM-based Statistical Model for the Semantic Relation Interpretation of Noun-Modifier Pairs | Sep 1, 2015 | Question AnsweringRelation | —Unverified | 0 |
| AutoRC: Improving BERT Based Relation Classification Models via Architecture Search | Sep 22, 2020 | General ClassificationNeural Architecture Search | —Unverified | 0 |
| A Dependency-Based Neural Network for Relation Classification | Jul 16, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| CogALex-V Shared Task: CGSRC - Classifying Semantic Relations using Convolutional Neural Networks | Dec 1, 2016 | Machine TranslationParaphrase Generation | —Unverified | 0 |
| Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning | Oct 1, 2018 | Machine Translationreinforcement-learning | —Unverified | 0 |
| Automatically Generating Counterfactuals for Relation Classification | Feb 22, 2022 | ClassificationRelation | —Unverified | 0 |
| A Neural Approach to Discourse Relation Signal Detection | Jan 8, 2020 | RelationRelation Classification | —Unverified | 0 |
| A Unified Architecture for Semantic Role Labeling and Relation Classification | Dec 1, 2016 | ClassificationFeature Engineering | —Unverified | 0 |
