| Improving Continual Relation Extraction through Prototypical Contrastive Learning | Oct 10, 2022 | Continual Relation ExtractionContrastive Learning | —Unverified | 0 |
| Learning the Network of Graphs for Graph Neural Networks | Oct 8, 2022 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction | Oct 8, 2022 | Document-level Relation Extractiongraph construction | —Unverified | 0 |
| Scientific and Technological News Recommendation Based on Knowledge Graph with User Perception | Oct 7, 2022 | Collaborative FilteringNews Recommendation | —Unverified | 0 |
| 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 |
| Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction | Oct 1, 2022 | Contrastive LearningMeta-Learning | —Unverified | 0 |
| Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning | Oct 1, 2022 | Document-level Relation ExtractionRelation | —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 |
| Investigating the Impact of ASR Errors on Spoken Implicit Discourse Relation Recognition | Oct 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Exploration of Prompt-Based Zero-Shot Relation Extraction Method | Oct 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dependency-aware Prototype Learning for Few-shot Relation Classification | Oct 1, 2022 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| Key Mention Pairs Guided Document-Level Relation Extraction | Oct 1, 2022 | Document-level Relation ExtractionRelation | —Unverified | 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 |
| Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks | Oct 1, 2022 | Natural Language UnderstandingRelation | —Unverified | 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 Multi-Gate Encoder for Joint Entity and Relation Extraction | Oct 1, 2022 | Joint Entity and Relation Extractionnamed-entity-recognition | —Unverified | 0 |
| RSGT: Relational Structure Guided Temporal Relation Extraction | Oct 1, 2022 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 |
| Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision | Oct 1, 2022 | ClusteringCross-corpus | —Unverified | 0 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 |
| Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection | Oct 1, 2022 | Fake News DetectionGraph Attention | —Unverified | 0 |
| A Simple Model for Distantly Supervised Relation Extraction | Oct 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploiting Unary Relations with Stacked Learning for Relation Extraction | Oct 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space | Oct 1, 2022 | Computational EfficiencyGraph Embedding | —Unverified | 0 |
| Improving Event Temporal Relation Classification via Auxiliary Label-Aware Contrastive Learning | Oct 1, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s Books | Oct 1, 2022 | RelationWord Embeddings | —Unverified | 0 |
| Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction | Oct 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Abstains from Prediction: Towards Robust Relation Extraction in Real World | Oct 1, 2022 | Contrastive LearningRelation | —Unverified | 0 |
| Label distributions help implicit discourse relation classification | Oct 1, 2022 | ClassificationImplicit Discourse Relation Classification | CodeCode Available | 0 |
| A Relation Extraction Dataset for Knowledge Extraction from Web Tables | Oct 1, 2022 | Knowledge GraphsRelation | CodeCode Available | 0 |
| Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs | Oct 1, 2022 | Entity TypingKnowledge Graphs | —Unverified | 0 |
| Towards Understanding the Relation between Gestures and Language | Oct 1, 2022 | Relation | —Unverified | 0 |
| CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction | Oct 1, 2022 | ClassificationDenoising | CodeCode Available | 0 |
| How about Time? Probing a Multilingual Language Model for Temporal Relations | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| PatternRank: Jointly Ranking Patterns and Extractions for Relation Extraction Using Graph-Based Algorithms | Oct 1, 2022 | RelationRelation Extraction | —Unverified | 0 |
| NARC – Norwegian Anaphora Resolution Corpus | Oct 1, 2022 | Relation | CodeCode Available | 0 |
| Towards a Unified View of Affinity-Based Knowledge Distillation | Sep 30, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Spatio-Temporal Relation Learning for Video Anomaly Detection | Sep 27, 2022 | Anomaly DetectionGraph Embedding | —Unverified | 0 |
| Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding | Sep 23, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Position-Aware Relation Learning for RGB-Thermal Salient Object Detection | Sep 21, 2022 | DecoderObject | —Unverified | 0 |
| Graph Reasoning Transformer for Image Parsing | Sep 20, 2022 | Relation | —Unverified | 0 |
| Self-Organized Criticality Explains Readiness Potential | Sep 19, 2022 | Relation | —Unverified | 0 |
| TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors | Sep 17, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| On the Relation between Sensitivity and Accuracy in In-context Learning | Sep 16, 2022 | In-Context LearningRelation | CodeCode Available | 0 |
| Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst | Sep 15, 2022 | A-VB HighEmotion Recognition | CodeCode Available | 0 |
| Embedding-Based Entity Alignment Using Relation Structural Similarity | Sep 11, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |