| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Exploring Multilingual Syntactic Sentence Representations | Oct 25, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning | Oct 1, 2022 | Metric LearningSentence | CodeCode Available | 0 | 5 |
| Global Textual Relation Embedding for Relational Understanding | Jun 3, 2019 | Action ClassificationRelation | CodeCode Available | 0 | 5 |
| Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy | Sep 3, 2018 | Deep LearningSentence | CodeCode Available | 0 | 5 |
| Primer AI's Systems for Acronym Identification and Disambiguation | Dec 14, 2020 | document understandingSentence | CodeCode Available | 0 | 5 |
| A Survey on Sentence Embedding Models Performance for Patent Analysis | Apr 28, 2022 | Patent classificationSentence | CodeCode Available | 0 | 5 |
| NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings | Jan 23, 2019 | RetrievalSentence | CodeCode Available | 0 | 5 |
| Constructing Flow Graphs from Procedural Cybersecurity Texts | May 29, 2021 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| Hyperbolic Neural Networks | May 23, 2018 | Graph Representation LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023 | May 16, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| How Far Can We Extract Diverse Perspectives from Large Language Models? | Nov 16, 2023 | DiversitySentence | CodeCode Available | 0 | 5 |
| Context-Aware Cross-Lingual Mapping | Mar 8, 2019 | RetrievalSentence | CodeCode Available | 0 | 5 |
| RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning | Mar 17, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 | 5 |
| BioSentVec: creating sentence embeddings for biomedical texts | Oct 22, 2018 | ArticlesBenchmarking | CodeCode Available | 0 | 5 |
| Hateminers : Detecting Hate speech against Women | Dec 17, 2018 | BIG-bench Machine LearningHate Speech Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning | Sep 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents | May 22, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Debiasing Sentence Embedders through Contrastive Word Pairs | Mar 27, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| A Bilingual Generative Transformer for Semantic Sentence Embedding | Nov 10, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 | 5 |
| GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary | Dec 9, 2024 | Reverse DictionarySentence | CodeCode Available | 0 | 5 |
| An Incremental Clustering Baseline for Event Detection on Twitter | Dec 16, 2024 | ClusteringEvent Detection | CodeCode Available | 0 | 5 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 | 5 |
| Generating Text through Adversarial Training using Skip-Thought Vectors | Aug 27, 2018 | Conditional Text GenerationLanguage Modelling | CodeCode Available | 0 | 5 |
