| Discourse-Based Sentence Splitting | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Semi-automatic discourse annotation in a low-resource language: Developing a connective lexicon for Nigerian Pidgin | Nov 1, 2021 | Relation | —Unverified | 0 |
| Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Distilling Relation Embeddings from Pretrained Language Models | Nov 1, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction | Nov 1, 2021 | DecoderJoint Entity and Relation Extraction | —Unverified | 0 |
| A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering | Nov 1, 2021 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction | Nov 1, 2021 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| CVAE-based Re-anchoring for Implicit Discourse Relation Classification | Nov 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Multi-task Learning in Argument Mining for Persuasive Online Discussions | Nov 1, 2021 | Argument MiningLanguage Modeling | —Unverified | 0 |
| A Unified Approach to Discourse Relation Classification in nine Languages | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Unsupervised Relation Extraction: A Variational Autoencoder Approach | Nov 1, 2021 | DecoderRelation | —Unverified | 0 |
| The DISRPT 2021 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification | Nov 1, 2021 | Connective DetectionDiscourse Parsing | —Unverified | 0 |
| A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering | Nov 1, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding | Nov 1, 2021 | Data AugmentationGraph Embedding | —Unverified | 0 |
| A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading | Nov 1, 2021 | automatic short answer gradingData Augmentation | —Unverified | 0 |
| Relation Extraction with Word Graphs from N-grams | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations | Nov 1, 2021 | Machine Reading ComprehensionNatural Language Queries | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Rˆ3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Nov 1, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| A practical perspective on connective generation | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora | Nov 1, 2021 | Relation | CodeCode Available | 0 |
| Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments | Nov 1, 2021 | Event ExtractionRelation | —Unverified | 0 |
| Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks | Nov 1, 2021 | Deep LearningRelation | —Unverified | 0 |
