| Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification | Aug 15, 2023 | ClassificationNatural Language Inference | CodeCode Available | 0 |
| NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature | Jun 23, 2020 | ArticlesMachine Translation | CodeCode Available | 0 |
| CollFrEn: Rich Bilingual English–French Collocation Resource | Dec 1, 2020 | Machine TranslationRelation Classification | CodeCode Available | 0 |
| Improved Relation Extraction with Feature-Rich Compositional Embedding Models | May 10, 2015 | RelationRelation Classification | CodeCode Available | 0 |
| Towards a More Generalized Approach in Open Relation Extraction | May 28, 2025 | ClusteringRelation | CodeCode Available | 0 |
| CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations | Oct 27, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction | Dec 1, 2016 | ClassificationEntity Extraction using GAN | CodeCode Available | 0 |
| CATENA: CAusal and TEmporal relation extraction from NAtural language texts | Dec 1, 2016 | General ClassificationQuestion Answering | CodeCode Available | 0 |
| RH-Net: Improving Neural Relation Extraction via Reinforcement Learning and Hierarchical Relational Searching | Oct 27, 2020 | Denoisingreinforcement-learning | CodeCode Available | 0 |
| Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media | May 4, 2021 | RelationRelation Classification | CodeCode Available | 0 |
| Zero-shot Relation Classification from Side Information | Nov 13, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Attention-Based Convolutional Neural Network for Semantic Relation Extraction | Dec 1, 2016 | Feature EngineeringGeneral Classification | CodeCode Available | 0 |
| Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing | Jan 23, 2019 | Entity TypingGeneral Classification | CodeCode Available | 0 |
| One-shot to Weakly-Supervised Relation Classification using Language Models | Jun 22, 2021 | RelationRelation Classification | CodeCode Available | 0 |
| On the Compositionality and Semantic Interpretation of English Noun Compounds | Aug 1, 2016 | Relation ClassificationRepresentation Learning | CodeCode Available | 0 |
| Towards Rehearsal-Free Continual Relation Extraction: Capturing Within-Task Variance with Adaptive Prompting | May 20, 2025 | Continual Relation ExtractionMixture-of-Experts | CodeCode Available | 0 |
| ERNIE: Enhanced Language Representation with Informative Entities | May 17, 2019 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| DiscoGeM: A Crowdsourced Corpus of Genre-Mixed Implicit Discourse Relations | Jun 1, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity | Sep 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| On the Relation between Syntactic Divergence and Zero-Shot Performance | Oct 9, 2021 | Cross-lingual zero-shot dependency parsingDependency Parsing | CodeCode Available | 0 |
| On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction | Feb 28, 2024 | ClassificationNatural Language Inference | CodeCode Available | 0 |
| OPI at SemEval-2022 Task 10: Transformer-based Sequence Tagging with Relation Classification for Structured Sentiment Analysis | Jul 1, 2022 | Relation ClassificationSentiment Analysis | CodeCode Available | 0 |
| A Latent Variable Recurrent Neural Network for Discourse Relation Language Models | Mar 7, 2016 | ClassificationDialog Act Classification | CodeCode Available | 0 |
| PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text | Oct 22, 2022 | ArticlesNamed Entity Recognition | CodeCode Available | 0 |
| Word-Level Loss Extensions for Neural Temporal Relation Classification | Aug 7, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
