| AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification | Nov 1, 2023 | ClassificationLanguage Modelling | CodeCode Available | 1 | 5 |
| C2SLR: Consistency-Enhanced Continuous Sign Language Recognition | Jan 1, 2022 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
| PAUSE: Positive and Annealed Unlabeled Sentence Embedding | Sep 7, 2021 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
| Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation | Apr 21, 2020 | Knowledge DistillationSentence | CodeCode Available | 1 | 5 |
| Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books | Jun 22, 2015 | DescriptiveDiversity | CodeCode Available | 1 | 5 |
| MCSE: Multimodal Contrastive Learning of Sentence Embeddings | Apr 22, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 | 5 |
| CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis | Aug 27, 2021 | Image GenerationSentence | CodeCode Available | 1 | 5 |
| ComStreamClust: a communicative multi-agent approach to text clustering in streaming data | Oct 11, 2020 | ClusteringSemantic Similarity | CodeCode Available | 1 | 5 |
| miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings | Nov 9, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| KR-BERT: A Small-Scale Korean-Specific Language Model | Aug 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | Apr 27, 2020 | Humor DetectionSentence | CodeCode Available | 1 | 5 |
| Dual-Alignment Pre-training for Cross-lingual Sentence Embedding | May 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding | Aug 22, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 | 5 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning | Jul 1, 2022 | Intent DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| On the Sentence Embeddings from Pre-trained Language Models | Nov 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Efficient Sentence Embedding via Semantic Subspace Analysis | Feb 22, 2020 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
| FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis | Feb 23, 2025 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
| Ranking-Enhanced Unsupervised Sentence Representation Learning | Sep 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings | Nov 11, 2022 | Contrastive LearningRetrieval | CodeCode Available | 1 | 5 |
| Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation | Aug 24, 2023 | Authorship AttributionKnowledge Distillation | CodeCode Available | 1 | 5 |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features | Jan 10, 2024 | ClassificationCode Classification | CodeCode Available | 0 | 5 |
| A Comparative Study on Structural and Semantic Properties of Sentence Embeddings | Sep 23, 2020 | Knowledge GraphsRelation | CodeCode Available | 0 | 5 |
| Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning | Jan 30, 2024 | Contrastive LearningEthics | CodeCode Available | 0 | 5 |
| Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences | Oct 2, 2021 | ClusteringSentence | CodeCode Available | 0 | 5 |
| A Self-Training Approach for Short Text Clustering | Aug 1, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations | Jun 23, 2021 | Domain Adaptationimage-classification | CodeCode Available | 0 | 5 |
| Measuring Similarity of Opinion-bearing Sentences | Nov 1, 2021 | SentenceSentence Embedding | CodeCode Available | 0 | 5 |
| Multilevel Sentence Embeddings for Personality Prediction | May 9, 2023 | PredictionSentence | CodeCode Available | 0 | 5 |
| LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings | Dec 4, 2024 | Recommendation SystemsSentence | CodeCode Available | 0 | 5 |
| Making Sentence Embeddings Robust to User-Generated Content | Mar 25, 2024 | SentenceSentence Embedding | CodeCode Available | 0 | 5 |
| Learning to Embed Sentences Using Attentive Recursive Trees | Nov 6, 2018 | SentenceSentence Embedding | CodeCode Available | 0 | 5 |
| Natural Language Decompositions of Implicit Content Enable Better Text Representations | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering | Oct 1, 2022 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Aug 1, 2018 | DecoderMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| Discovering the Compositional Structure of Vector Representations with Role Learning Networks | Oct 21, 2019 | Sentence Embedding | CodeCode Available | 0 | 5 |
| DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding | Sep 14, 2017 | Natural Language InferenceSentence | CodeCode Available | 0 | 5 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Jun 3, 2018 | DecoderParaphrase Generation | CodeCode Available | 0 | 5 |
| Mapping Between fMRI Responses to Movies and their Natural Language Annotations | Oct 13, 2016 | Scene ClassificationSentence | CodeCode Available | 0 | 5 |
| Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification | May 22, 2024 | Quantum Machine LearningSentence | CodeCode Available | 0 | 5 |
| Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations | May 24, 2023 | DecoderRepresentation Learning | CodeCode Available | 0 | 5 |
| Dependency-based Convolutional Neural Networks for Sentence Embedding | Jul 7, 2015 | AllClassification | CodeCode Available | 0 | 5 |
| Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding | May 12, 2023 | Contrastive LearningSemantic Similarity | CodeCode Available | 0 | 5 |
| Investigating the Effects of Word Substitution Errors on Sentence Embeddings | Nov 16, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples | Feb 23, 2024 | Dataset GenerationDecoder | CodeCode Available | 0 | 5 |
| Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks | Apr 23, 2025 | SentenceSentence Embedding | CodeCode Available | 0 | 5 |
