| Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction | Jun 19, 2019 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 0 |
| Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning | Nov 1, 2018 | Argument MiningCommon Sense Reasoning | CodeCode Available | 0 |
| From Argument Search to Argumentative Dialogue: A Topic-independent Approach to Argument Acquisition for Dialogue Systems | Jul 1, 2021 | Relation Classification | CodeCode Available | 0 |
| False Positive and Cross-relation Signals in Distant Supervision Data | Nov 14, 2017 | General ClassificationRelation | CodeCode Available | 0 |
| Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification | Mar 27, 2023 | ClassificationHate Speech Detection | CodeCode Available | 0 |
| Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification | Jun 16, 2019 | Few-Shot Relation ClassificationGeneral Classification | CodeCode Available | 0 |
| Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition | May 19, 2021 | RelationRelation Classification | CodeCode Available | 0 |
| GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains | Nov 1, 2024 | Discourse ParsingRelation | CodeCode Available | 0 |
| E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT | Nov 9, 2019 | Entity EmbeddingsEntity Linking | CodeCode Available | 0 |
| Using active learning to expand training data for implicit discourse relation recognition | Oct 1, 2018 | Active LearningRelation | CodeCode Available | 0 |
| Extracting Temporal Event Relation with Syntax-guided Graph Transformer | Apr 19, 2021 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information | Mar 8, 2024 | RelationRelation Classification | CodeCode Available | 0 |
| Revisiting neural relation classification in clinical notes with external information | Oct 1, 2018 | ClassificationFeature Engineering | CodeCode Available | 0 |
| Multiple Relations Classification using Imbalanced Predictions Adaptation | Sep 24, 2023 | Classificationgraph construction | CodeCode Available | 0 |
| Distant Supervision for Relation Extraction with Matrix Completion | Jun 1, 2014 | Low-Rank Matrix CompletionMatrix Completion | CodeCode Available | 0 |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | Sep 26, 2018 | NegationRelation | CodeCode Available | 0 |
| Explaining Relation Classification Models with Semantic Extents | Aug 4, 2023 | ClassificationRelation | CodeCode Available | 0 |
| GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification | Apr 15, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Mutually Guided Few-shot Learning for Relational Triple Extraction | Jun 23, 2023 | Cross-Domain Few-ShotDecoder | CodeCode Available | 0 |
| Collocation Classification with Unsupervised Relation Vectors | Jul 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words | Sep 19, 2017 | General ClassificationRelation Classification | CodeCode Available | 0 |
| How about Time? Probing a Multilingual Language Model for Temporal Relations | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Experiments with Three Approaches to Recognizing Lexical Entailment | Jan 31, 2014 | General ClassificationLexical Entailment | CodeCode Available | 0 |
| Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? | Oct 14, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Classifying Relations by Ranking with Convolutional Neural Networks | Apr 24, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
