| Evolutionary optimization of the Verlet closure relation for the hard-sphere and square-well fluids | May 14, 2022 | Evolutionary AlgorithmsRelation | —Unverified | 0 |
| Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning | May 13, 2022 | Knowledge GraphsRelation | CodeCode Available | 3 |
| R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning | May 13, 2022 | PredictionRelation | CodeCode Available | 0 |
| Framework for inferring empirical causal graphs from binary data to support multidimensional poverty analysis | May 12, 2022 | Causal InferenceRelation | CodeCode Available | 0 |
| LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents | May 9, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Joint learning of object graph and relation graph for visual question answering | May 9, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | May 8, 2022 | counterfactualRelation | CodeCode Available | 1 |
| GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction | May 8, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction | May 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework | May 5, 2022 | Language ModellingRelation | CodeCode Available | 1 |
| Relational Representation Learning in Visually-Rich Documents | May 5, 2022 | Contrastive LearningKey Information Extraction | —Unverified | 0 |
| Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction | May 4, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | May 4, 2022 | Drug–drug Interaction ExtractionRelation | CodeCode Available | 1 |
| Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | May 4, 2022 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) | May 4, 2022 | Metric LearningRelation | —Unverified | 0 |
| Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning | May 4, 2022 | Few-Shot LearningMemorization | CodeCode Available | 0 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | CodeCode Available | 1 |
| HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction | May 4, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Semantic Diversity in Dialogue with Natural Language Inference | May 3, 2022 | Dialogue GenerationDiversity | —Unverified | 0 |
| Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition | May 2, 2022 | Facial Action Unit DetectionRelation | CodeCode Available | 2 |
| Biographical: A Semi-Supervised Relation Extraction Dataset | May 2, 2022 | ArticlesKnowledge Graphs | —Unverified | 0 |
| A Two Parameters Equation for Word Rank-Frequency Relation | May 2, 2022 | RelationVocal Bursts Valence Prediction | —Unverified | 0 |
| Does BERT Know that the IS-A Relation Is Transitive? | May 1, 2022 | Relation | CodeCode Available | 0 |
| Explicit Object Relation Alignment for Vision and Language Navigation | May 1, 2022 | ObjectRelation | CodeCode Available | 0 |
| Word Segmentation as Unsupervised Constituency Parsing | May 1, 2022 | Constituency ParsingRelation | —Unverified | 0 |
| Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction | May 1, 2022 | Open Information ExtractionRelation | CodeCode Available | 0 |
| Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction | May 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Event-Event Relation Extraction using Probabilistic Box Embedding | May 1, 2022 | Event Relation ExtractionMulti-class Classification | CodeCode Available | 1 |
| RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction | May 1, 2022 | Relation | CodeCode Available | 1 |
| Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction | May 1, 2022 | Aspect Sentiment Triplet ExtractionRelation | CodeCode Available | 1 |
| Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting | May 1, 2022 | RelationWord Sense Disambiguation | CodeCode Available | 0 |
| Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking | May 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models | May 1, 2022 | DrugProtRelation | —Unverified | 0 |
| Improving Discriminative Learning for Zero-Shot Relation Extraction | May 1, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Using LARA to create image-based and phonetically annotated multimodal texts for endangered languages | May 1, 2022 | Relation | —Unverified | 0 |
| Implicit Relation Linking for Question Answering over Knowledge Graph | May 1, 2022 | Question AnsweringRelation | —Unverified | 0 |
| Low Resource Causal Event Detection from Biomedical Literature | May 1, 2022 | Event DetectionKnowledge Distillation | —Unverified | 0 |
| Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets | May 1, 2022 | DecoderMulti-Task Learning | —Unverified | 0 |
| Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation Recognition | May 1, 2022 | RelationRepresentation Learning | CodeCode Available | 0 |
| Joint Entity and Relation Extraction Based on Table Labeling Using Convolutional Neural Networks | May 1, 2022 | Joint Entity and Relation ExtractionLanguage Modeling | CodeCode Available | 1 |
| None Class Ranking Loss for Document-Level Relation Extraction | May 1, 2022 | Document-level Relation ExtractionEmotion Classification | CodeCode Available | 1 |
| HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding | Apr 30, 2022 | Autonomous Drivinggraph construction | CodeCode Available | 1 |
| What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification | Apr 28, 2022 | ClassificationRelation | —Unverified | 0 |
| Inferring Implicit Relations in Complex Questions with Language Models | Apr 28, 2022 | Implicit RelationsQuestion Answering | CodeCode Available | 0 |
| Hybrid Relation Guided Set Matching for Few-shot Action Recognition | Apr 28, 2022 | Action RecognitionFew Shot Action Recognition | CodeCode Available | 1 |
| TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction | Apr 27, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| Document-Level Relation Extraction with Sentences Importance Estimation and Focusing | Apr 27, 2022 | Dialog Relation ExtractionDocument-level Relation Extraction | CodeCode Available | 1 |
| Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Apr 27, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 0 |
| CREER: A Large-Scale Corpus for Relation Extraction and Entity Recognition | Apr 27, 2022 | RelationRelation Extraction | —Unverified | 0 |
| CATrans: Context and Affinity Transformer for Few-Shot Segmentation | Apr 27, 2022 | RelationTransfer Learning | —Unverified | 0 |
