| Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization | Sep 20, 2019 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content Retrieval | Sep 20, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| Jointly Learning Entity and Relation Representations for Entity Alignment | Sep 20, 2019 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |
| Improving Generalization by Incorporating Coverage in Natural Language Inference | Sep 19, 2019 | Natural Language InferenceRelation | —Unverified | 0 |
| Triplet-Aware Scene Graph Embeddings | Sep 19, 2019 | Data AugmentationGraph Embedding | —Unverified | 0 |
| Argumentative Relation Classification as Plausibility Ranking | Sep 19, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Pose-aware Multi-level Feature Network for Human Object Interaction Detection | Sep 18, 2019 | Human-Object Interaction DetectionObject | CodeCode Available | 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 |
| Explainable Product Search with a Dynamic Relation Embedding Model | Sep 16, 2019 | RelationRetrieval | —Unverified | 0 |
| Taxonomical hierarchy of canonicalized relations from multiple Knowledge Bases | Sep 13, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction | Sep 13, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework | Sep 12, 2019 | DenoisingRelation | CodeCode Available | 0 |
| Global Locality in Biomedical Relation and Event Extraction | Sep 11, 2019 | Event ExtractionRelation | —Unverified | 0 |
| PARN: Position-Aware Relation Networks for Few-Shot Learning | Sep 10, 2019 | Few-Shot LearningPosition | CodeCode Available | 0 |
| Nearly-Unsupervised Hashcode Representations for Relation Extraction | Sep 9, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Composing Knowledge Graph Embeddings via Word Embeddings | Sep 9, 2019 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Entity, Relation, and Event Extraction with Contextualized Span Representations | Sep 8, 2019 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 |
| KG-BERT: BERT for Knowledge Graph Completion | Sep 7, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| An Auxiliary Classifier Generative Adversarial Framework for Relation Extraction | Sep 6, 2019 | Data AugmentationRelation | —Unverified | 0 |
| Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances | Sep 6, 2019 | One-Shot LearningRelation | —Unverified | 0 |
| PRSNet: Part Relation and Selection Network for Bone Age Assessment | Sep 5, 2019 | Relation | —Unverified | 0 |
| Rewarding Coreference Resolvers for Being Consistent with World Knowledge | Sep 5, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction | Sep 5, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs | Sep 4, 2019 | Knowledge GraphsLink Prediction | CodeCode Available | 0 |
| A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs | Sep 4, 2019 | Computational EfficiencyGraph Embedding | —Unverified | 0 |
| Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction | Sep 2, 2019 | Event ExtractionJoint Event and Temporal Relation Extraction | —Unverified | 0 |
| EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks | Sep 1, 2019 | General ClassificationKnowledge Graphs | —Unverified | 0 |
| Structural Approach to Enhancing WordNet with Conceptual Frame Semantics | Sep 1, 2019 | Relation | —Unverified | 0 |
| Translation Quality Assessment Tools and Processes in Relation to CAT Tools | Sep 1, 2019 | RelationTranslation | —Unverified | 0 |
| The Impact of Semantic Linguistic Features in Relation Extraction: A Logical Relational Learning Approach | Sep 1, 2019 | RelationRelational Reasoning | —Unverified | 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 |
| Which aspects of discourse relations are hard to learn? Primitive decomposition for discourse relation classification | Sep 1, 2019 | General ClassificationRelation | —Unverified | 0 |
| An Improved Neural Baseline for Temporal Relation Extraction | Sep 1, 2019 | Common Sense ReasoningNatural Language Understanding | —Unverified | 0 |
| Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs | Aug 31, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning | Aug 30, 2019 | Few-Shot LearningGraph Attention | CodeCode Available | 0 |
| Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs | Aug 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Neural Snowball for Few-Shot Relation Learning | Aug 29, 2019 | Knowledge GraphsRelation | CodeCode Available | 0 |
| Memorizing All for Implicit Discourse Relation Recognition | Aug 29, 2019 | AllRelation | —Unverified | 0 |
| Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering | Aug 29, 2019 | Question AnsweringRelation | —Unverified | 0 |
| Ordered Sets for Data Analysis | Aug 27, 2019 | Relation | —Unverified | 0 |
| Temporal Reasoning Graph for Activity Recognition | Aug 27, 2019 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Relation Distillation Networks for Video Object Detection | Aug 26, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Constraint Qualifications in Partial Identification | Aug 24, 2019 | EconometricsRelation | —Unverified | 0 |
| Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs | Aug 22, 2019 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning | Aug 22, 2019 | Domain AdaptationPartial Domain Adaptation | —Unverified | 0 |
| Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation | Aug 21, 2019 | Knowledge Base CompletionKnowledge Graphs | —Unverified | 0 |
| Latent Relation Language Models | Aug 21, 2019 | Language ModelingLanguage Modelling | —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 |
| IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation | Aug 19, 2019 | Cell SegmentationInstance Segmentation | CodeCode Available | 0 |