| KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification | Feb 25, 2020 | General ClassificationMeta-Learning | —Unverified | 0 |
| A Neural Approach to Discourse Relation Signal Detection | Jan 8, 2020 | RelationRelation Classification | —Unverified | 0 |
| Learning to Relate from Captions and Bounding Boxes | Dec 1, 2019 | Image CaptioningRelation Classification | —Unverified | 0 |
| Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction | Nov 27, 2019 | Entity EmbeddingsRelation | —Unverified | 0 |
| Improving Relation Classification by Entity Pair Graph | Nov 17, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation | Nov 13, 2019 | Entity EmbeddingsEntity Typing | CodeCode Available | 0 |
| E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT | Nov 9, 2019 | Entity EmbeddingsEntity Linking | CodeCode Available | 0 |
| Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains | Nov 1, 2019 | Discourse ParsingGeneral Classification | —Unverified | 0 |
| Representing Movie Characters in Dialogues | Nov 1, 2019 | Question AnsweringRelation Classification | —Unverified | 0 |
| Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation | Nov 1, 2019 | ClassificationCross-Lingual Transfer | —Unverified | 0 |
| Biomedical Relation Classification by single and multiple source domain adaptation | Nov 1, 2019 | ClassificationDomain Adaptation | —Unverified | 0 |
| Semantic Graph Convolutional Network for Implicit Discourse Relation Classification | Oct 21, 2019 | ClassificationDiscourse Parsing | —Unverified | 0 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| Type-aware Convolutional Neural Networks for Slot Filling | Oct 1, 2019 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Argumentative Relation Classification as Plausibility Ranking | Sep 19, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Span-based Joint Entity and Relation Extraction with Transformer Pre-training | Sep 17, 2019 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Knowledge Enhanced Contextual Word Representations | Sep 9, 2019 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity | Sep 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks | Sep 1, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Zero-shot transfer for implicit discourse relation classification | Sep 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| TDDiscourse: A Dataset for Discourse-Level Temporal Ordering of Events | Sep 1, 2019 | ArticlesRelation Classification | —Unverified | 0 |
| EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks | Sep 1, 2019 | General ClassificationKnowledge Graphs | —Unverified | 0 |
| Which aspects of discourse relations are hard to learn? Primitive decomposition for discourse relation classification | Sep 1, 2019 | General ClassificationRelation | —Unverified | 0 |
| Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text | Aug 21, 2019 | Joint Entity and Relation ExtractionLanguage Modeling | CodeCode Available | 0 |
| Zero-shot transfer for implicit discourse relation classification | Jul 30, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
