| KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model | Nov 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora | Nov 1, 2021 | Relation | CodeCode Available | 0 |
| Revisiting neural relation classification in clinical notes with external information | Oct 1, 2018 | ClassificationFeature Engineering | CodeCode Available | 0 |
| HyperPIE: Hyperparameter Information Extraction from Scientific Publications | Dec 17, 2023 | Decision Makinggraph construction | CodeCode Available | 0 |
| Kernelized Hashcode Representations for Relation Extraction | Nov 10, 2017 | General ClassificationRelation | CodeCode Available | 0 |
| A Two-Stage Parsing Method for Text-Level Discourse Analysis | Jul 1, 2017 | Dependency ParsingDocument Summarization | CodeCode Available | 0 |
| Hypernetwork Knowledge Graph Embeddings | Aug 21, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Cross-lingual Inference with A Chinese Entailment Graph | Mar 11, 2022 | Entity TypingQuestion Answering | CodeCode Available | 0 |
| KG-BERT: BERT for Knowledge Graph Completion | Sep 7, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution | Dec 29, 2021 | RelationRelation Network | CodeCode Available | 0 |
| Cross-Lingual Argumentative Relation Identification: from English to Portuguese | Nov 1, 2018 | Argument MiningRelation | CodeCode Available | 0 |
| How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction | Nov 20, 2023 | ArticlesLarge Language Model | CodeCode Available | 0 |
| How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? | May 2, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| CREPE: Learnable Prompting With CLIP Improves Visual Relationship Prediction | Jul 10, 2023 | ObjectPrediction | CodeCode Available | 0 |
| PARN: Position-Aware Relation Networks for Few-Shot Learning | Sep 10, 2019 | Few-Shot LearningPosition | CodeCode Available | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction | Sep 5, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs | Jun 26, 2025 | Contrastive LearningRelation | CodeCode Available | 0 |
| Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction | May 1, 2025 | Hyperparameter OptimizationKnowledge Graphs | CodeCode Available | 0 |
| Rewarding Coreference Resolvers for Being Consistent with World Knowledge | Sep 5, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction | Jul 26, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| CoTeRe-Net: Discovering Collaborative Ternary Relations in Videos | Aug 1, 2020 | Action RecognitionRelation | CodeCode Available | 0 |
| COSMO: Contextualized Scene Modeling with Boltzmann Machines | Jul 2, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Knowledge-Driven Cross-Document Relation Extraction | May 22, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning | Jan 16, 2022 | Few-Shot LearningLink Prediction | CodeCode Available | 0 |
| Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic | May 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction | May 24, 2024 | Meta-LearningMolecular Property Prediction | CodeCode Available | 0 |
| How Good are LLMs at Relation Extraction under Low-Resource Scenario? Comprehensive Evaluation | Jun 17, 2024 | Machine TranslationRelation | CodeCode Available | 0 |
| Paths to Relation Extraction through Semantic Structure | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Knowledge Graph Completion using Structural and Textual Embeddings | Apr 24, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Visualizing Relation Between (De)Motivating Topics and Public Stance toward COVID-19 Vaccine | Jun 21, 2023 | MisinformationRelation | CodeCode Available | 0 |
| How about Time? Probing a Multilingual Language Model for Temporal Relations | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| R-GSN: The Relation-based Graph Similar Network for Heterogeneous Graph | Mar 14, 2021 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation | Oct 18, 2023 | Domain AdaptationFew-Shot Relation Classification | CodeCode Available | 0 |
| Supervised learning based on temporal coding in spiking neural networks | Jun 27, 2016 | Relation | CodeCode Available | 0 |
| Convolutional Gated Recurrent Units for Medical Relation Classification | Jul 29, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations | May 26, 2023 | Relation | CodeCode Available | 0 |
| PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks | Oct 17, 2022 | Data AugmentationRelation | CodeCode Available | 0 |
| Typed Entity and Relation Annotation on Computer Science Papers | May 1, 2016 | ArticlesRelation | CodeCode Available | 0 |
| Knowledge Graph Refinement based on Triplet BERT-Networks | Nov 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Convolutional Dictionary Learning via Local Processing | May 9, 2017 | Dictionary LearningImage Inpainting | CodeCode Available | 0 |
| Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation | Jul 5, 2020 | Domain AdaptationRelation | CodeCode Available | 0 |
| Contextual Modulation for Relation-Level Metaphor Identification | Oct 12, 2020 | RelationVisual Reasoning | CodeCode Available | 0 |
| Knowledge Relation Rank Enhanced Heterogeneous Learning Interaction Modeling for Neural Graph Forgetting Knowledge Tracing | Apr 8, 2023 | Knowledge TracingPosition | CodeCode Available | 0 |
| Enhancing biomedical word embeddings by retrofitting to verb clusters | Aug 1, 2019 | Event ExtractionRelation | CodeCode Available | 0 |
| Local Relation Networks for Image Recognition | Apr 25, 2019 | General ClassificationImage Classification | CodeCode Available | 0 |
| Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest | Aug 29, 2022 | Medical Relation ExtractionRelation | CodeCode Available | 0 |
| Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering | Sep 24, 2024 | Entity LinkingGraph Question Answering | CodeCode Available | 0 |
| Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning | May 24, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |