| 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 |
