| Direct Fact Retrieval from Knowledge Graphs without Entity Linking | May 21, 2023 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| About Evaluation of F1 Score for RECENT Relation Extraction System | May 16, 2023 | RelationRelation Classification | —Unverified | 0 |
| MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling | May 14, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections | May 3, 2023 | graph constructionOptical Character Recognition | —Unverified | 0 |
| KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness | May 2, 2023 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations | Apr 28, 2023 | Discourse ParsingIn-Context Learning | —Unverified | 0 |
| Covidia: COVID-19 Interdisciplinary Academic Knowledge Graph | Apr 14, 2023 | ClassificationContrastive Learning | —Unverified | 0 |
| End-to-End Models for Chemical-Protein Interaction Extraction: Better Tokenization and Span-Based Pipeline Strategies | Apr 3, 2023 | Chemical-Protein Interaction Extractionnamed-entity-recognition | —Unverified | 0 |
| End-to-End n-ary Relation Extraction for Combination Drug Therapies | Mar 29, 2023 | ArticlesDrug–drug Interaction Extraction | CodeCode Available | 0 |
| Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification | Mar 27, 2023 | ClassificationHate Speech Detection | CodeCode Available | 0 |
| DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset | Mar 20, 2023 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| LabelPrompt: Effective Prompt-based Learning for Relation Classification | Feb 16, 2023 | ClassificationContrastive Learning | —Unverified | 0 |
| A Marker-based Neural Network System for Extracting Social Determinants of Health | Dec 24, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| RankDNN: Learning to Rank for Few-shot Learning | Nov 28, 2022 | Few-Shot Learningimage-classification | CodeCode Available | 1 |
| CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification | Nov 11, 2022 | Classificationcounterfactual | —Unverified | 0 |
| Multilingual Relation Classification via Efficient and Effective Prompting | Oct 25, 2022 | ClassificationRelation | CodeCode Available | 1 |
| Generative Prompt Tuning for Relation Classification | Oct 22, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text | Oct 22, 2022 | ArticlesNamed Entity Recognition | CodeCode Available | 0 |
| Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification | Oct 20, 2022 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| CrossRE: A Cross-Domain Dataset for Relation Extraction | Oct 17, 2022 | RelationRelation Classification | CodeCode Available | 1 |
| Label distributions help implicit discourse relation classification | Oct 1, 2022 | ClassificationImplicit Discourse Relation Classification | CodeCode Available | 0 |
| Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases | Oct 1, 2022 | Entity DisambiguationForm | CodeCode Available | 1 |
| Multi-Perspective Document Revision | Oct 1, 2022 | Grammatical Error CorrectionRelation Classification | —Unverified | 0 |
| Dependency-aware Prototype Learning for Few-shot Relation Classification | Oct 1, 2022 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| How about Time? Probing a Multilingual Language Model for Temporal Relations | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
