| CEntRE: A paragraph-level Chinese dataset for Relation Extraction among Enterprises | Oct 19, 2022 | AttributeRelation | —Unverified | 0 |
| Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation | Oct 18, 2022 | RelationTaxonomy Expansion | —Unverified | 0 |
| HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning | Oct 18, 2022 | Relation | —Unverified | 0 |
| CrossRE: A Cross-Domain Dataset for Relation Extraction | Oct 17, 2022 | RelationRelation Classification | CodeCode Available | 1 |
| PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks | Oct 17, 2022 | Data AugmentationRelation | CodeCode Available | 0 |
| MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion | Oct 17, 2022 | Knowledge Graph CompletionRelation | CodeCode Available | 1 |
| Joint Multilingual Knowledge Graph Completion and Alignment | Oct 17, 2022 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Towards Relation Extraction From Speech | Oct 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction | Oct 17, 2022 | Implicit RelationsRelation | CodeCode Available | 0 |
| KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents | Oct 17, 2022 | BenchmarkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| RAPS: A Novel Few-Shot Relation Extraction Pipeline with Query-Information Guided Attention and Adaptive Prototype Fusion | Oct 15, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models | Oct 13, 2022 | Knowledge GraphsRelation | CodeCode Available | 0 |
| Few-shot Relational Reasoning via Connection Subgraph Pretraining | Oct 13, 2022 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition | Oct 13, 2022 | Multi-Task LearningRelation | CodeCode Available | 0 |
| Explore Contextual Information for 3D Scene Graph Generation | Oct 12, 2022 | 3d scene graph generationGraph Generation | —Unverified | 0 |
| Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction | Oct 10, 2022 | counterfactualRelation | —Unverified | 0 |
| Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation | Oct 10, 2022 | Continual Relation ExtractionRelation | CodeCode Available | 1 |
| Improving Continual Relation Extraction through Prototypical Contrastive Learning | Oct 10, 2022 | Continual Relation ExtractionContrastive Learning | —Unverified | 0 |
| ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction | Oct 8, 2022 | Document-level Relation Extractiongraph construction | —Unverified | 0 |
| Relational Message Passing for Fully Inductive Knowledge Graph Completion | Oct 8, 2022 | Inductive knowledge graph completionKnowledge Graph Completion | CodeCode Available | 1 |
| Learning the Network of Graphs for Graph Neural Networks | Oct 8, 2022 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| Scientific and Technological News Recommendation Based on Knowledge Graph with User Perception | Oct 7, 2022 | Collaborative FilteringNews Recommendation | —Unverified | 0 |
| PS-ARM: An End-to-End Attention-aware Relation Mixer Network for Person Search | Oct 7, 2022 | Human DetectionPerson Search | CodeCode Available | 1 |
| A Relational Triple Extraction Method Based on Feature Reasoning for Technological Patents | Oct 7, 2022 | Relation | —Unverified | 0 |
| Nodal statistics-based equivalence relation for graph collections | Oct 3, 2022 | Functional ConnectivityRelation | —Unverified | 0 |
| Investigating the Impact of ASR Errors on Spoken Implicit Discourse Relation Recognition | Oct 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| NARC – Norwegian Anaphora Resolution Corpus | Oct 1, 2022 | Relation | CodeCode Available | 0 |
| Label distributions help implicit discourse relation classification | Oct 1, 2022 | ClassificationImplicit Discourse Relation Classification | CodeCode Available | 0 |
| Exploiting Unary Relations with Stacked Learning for Relation Extraction | Oct 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| PatternRank: Jointly Ranking Patterns and Extractions for Relation Extraction Using Graph-Based Algorithms | Oct 1, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Key Mention Pairs Guided Document-Level Relation Extraction | Oct 1, 2022 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks | Oct 1, 2022 | Natural Language UnderstandingRelation | —Unverified | 0 |
| DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction | Oct 1, 2022 | Contrastive LearningMeta-Learning | —Unverified | 0 |
| Towards Understanding the Relation between Gestures and Language | Oct 1, 2022 | Relation | —Unverified | 0 |
| Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision | Oct 1, 2022 | ClusteringCross-corpus | —Unverified | 0 |
| Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning | Oct 1, 2022 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s Books | Oct 1, 2022 | RelationWord Embeddings | —Unverified | 0 |
| Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning | Oct 1, 2022 | Logical ReasoningRelation | CodeCode Available | 0 |
| Noise-robust Cross-modal Interactive Learning with Text2Image Mask for Multi-modal Neural Machine Translation | Oct 1, 2022 | de-enMachine Translation | —Unverified | 0 |
| RSGT: Relational Structure Guided Temporal Relation Extraction | Oct 1, 2022 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 |
| Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection | Oct 1, 2022 | Fake News DetectionGraph Attention | —Unverified | 0 |
| Dependency-aware Prototype Learning for Few-shot Relation Classification | Oct 1, 2022 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| DCT-Centered Temporal Relation Extraction | Oct 1, 2022 | Multi-Task LearningRelation | —Unverified | 0 |
| A Unified Representation and a Decoupled Deep Learning Architecture for Argumentation Mining of Students’ Persuasive Essays | Oct 1, 2022 | Relation | CodeCode Available | 0 |
| RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space | Oct 1, 2022 | Computational EfficiencyGraph Embedding | —Unverified | 0 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 |
| Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| A Simple Model for Distantly Supervised Relation Extraction | Oct 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs | Oct 1, 2022 | Entity TypingKnowledge Graphs | —Unverified | 0 |
