| CILex: An Investigation of Context Information for Lexical Substitution Methods | Oct 1, 2022 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Hateminers : Detecting Hate speech against Women | Dec 17, 2018 | BIG-bench Machine LearningHate Speech Detection | CodeCode Available | 0 |
| Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline | May 15, 2020 | Language ModellingSentence | CodeCode Available | 0 |
| DisSent: Learning Sentence Representations from Explicit Discourse Relations | Jul 1, 2019 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| No Training Required: Exploring Random Encoders for Sentence Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Categorizing Comparative Sentences | Sep 17, 2018 | Argument MiningSentence | CodeCode Available | 0 |
| A Bilingual Generative Transformer for Semantic Sentence Embedding | Nov 10, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents | Nov 8, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entries | May 25, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 |
| How Far Can We Extract Diverse Perspectives from Large Language Models? | Nov 16, 2023 | DiversitySentence | CodeCode Available | 0 |
| How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation | Jun 16, 2020 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Sentence Embeddings as an intermediate target in end-to-end summarisation | May 6, 2025 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Hyperbolic Neural Networks | May 23, 2018 | Graph Representation LearningNatural Language Inference | CodeCode Available | 0 |
| Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models | Aug 4, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023 | May 16, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks | Aug 15, 2016 | PredictionSentence | CodeCode Available | 0 |
| AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback | Jan 23, 2025 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Open Intent Discovery through Unsupervised Semantic Clustering and Dependency Parsing | Apr 25, 2021 | ClusteringDependency Parsing | CodeCode Available | 0 |
| Sentence Embeddings using Supervised Contrastive Learning | Jun 9, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning | Nov 14, 2022 | AllContrastive Learning | CodeCode Available | 0 |
| Catching Attention with Automatic Pull Quote Selection | May 27, 2020 | ArticlesMixture-of-Experts | CodeCode Available | 0 |
| Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement Prediction | Nov 14, 2023 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering | Aug 1, 2021 | Collaborative FilteringExtractive Summarization | CodeCode Available | 0 |
| NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings | Jan 23, 2019 | RetrievalSentence | CodeCode Available | 0 |
| Transformers for Headline Selection for Russian News Clusters | Jun 19, 2021 | Dialogue EvaluationSentence | CodeCode Available | 0 |
