| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Aug 1, 2018 | DecoderMachine Reading Comprehension | CodeCode Available | 0 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Jun 3, 2018 | DecoderParaphrase Generation | CodeCode Available | 0 |
| EmoAtt at EmoInt-2017: Inner attention sentence embedding for Emotion Intensity | Aug 18, 2017 | Representation LearningSentence | CodeCode Available | 0 |
| Learning to Embed Sentences Using Attentive Recursive Trees | Nov 6, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Efficient Sentence Embedding using Discrete Cosine Transform | Sep 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| 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 |
| Discovering the Compositional Structure of Vector Representations with Role Learning Networks | Oct 21, 2019 | Sentence Embedding | CodeCode Available | 0 |
| Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features | Jan 10, 2024 | ClassificationCode Classification | CodeCode Available | 0 |
| An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning | Sep 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings | Dec 4, 2024 | Recommendation SystemsSentence | CodeCode Available | 0 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 |
| Making Sentence Embeddings Robust to User-Generated Content | Mar 25, 2024 | SentenceSentence Embedding | CodeCode Available | 0 |
| Natural Language Decompositions of Implicit Content Enable Better Text Representations | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Mapping Between fMRI Responses to Movies and their Natural Language Annotations | Oct 13, 2016 | Scene ClassificationSentence | CodeCode Available | 0 |
| Residue-Based Natural Language Adversarial Attack Detection | Apr 17, 2022 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| Fine-tuning of Pre-trained Transformers for Hate, Offensive, and Profane Content Detection in English and Marathi | Oct 25, 2021 | Hate Speech DetectionSentence | CodeCode Available | 0 |
| A Survey on Sentence Embedding Models Performance for Patent Analysis | Apr 28, 2022 | Patent classificationSentence | CodeCode Available | 0 |
| Measuring Similarity of Opinion-bearing Sentences | Nov 1, 2021 | SentenceSentence Embedding | CodeCode Available | 0 |
| DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding | Sep 14, 2017 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Revisiting Paraphrase Question Generator using Pairwise Discriminator | Dec 31, 2019 | DecoderParaphrase Generation | CodeCode Available | 0 |
| Dependency-based Convolutional Neural Networks for Sentence Embedding | Jul 7, 2015 | AllClassification | CodeCode Available | 0 |
| Global Contrastive Batch Sampling via Optimization on Sample Permutations | Oct 23, 2022 | Code SearchContrastive Learning | CodeCode Available | 0 |
| Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks | Aug 15, 2016 | PredictionSentence | CodeCode Available | 0 |
| RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning | Mar 17, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| Sign Language Translation with Sentence Embedding Supervision | Aug 14, 2024 | Gloss-free Sign Language TranslationSentence | CodeCode Available | 0 |
| Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning | Jan 30, 2024 | Contrastive LearningEthics | CodeCode Available | 0 |
| Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences | Oct 2, 2021 | ClusteringSentence | CodeCode Available | 0 |
| A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks | Oct 17, 2024 | Classificationintent-classification | CodeCode Available | 0 |
| Multilevel Sentence Embeddings for Personality Prediction | May 9, 2023 | PredictionSentence | CodeCode Available | 0 |
| Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks | May 9, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding | Aug 14, 2019 | Knowledge DistillationNatural Language Understanding | CodeCode Available | 0 |
| Word Mover's Embedding: From Word2Vec to Document Embedding | Oct 30, 2018 | Document EmbeddingGeneral Classification | CodeCode Available | 0 |
| A Comparative Study on Structural and Semantic Properties of Sentence Embeddings | Sep 23, 2020 | Knowledge GraphsRelation | CodeCode Available | 0 |
| CTRLStruct: Dialogue Structure Learning for Open-Domain Response Generation | Mar 2, 2023 | Contrastive LearningDialogue Generation | CodeCode Available | 0 |
| Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification | May 22, 2024 | Quantum Machine LearningSentence | CodeCode Available | 0 |
| TexShape: Information Theoretic Sentence Embedding for Language Models | Feb 5, 2024 | Data CompressionFairness | CodeCode Available | 0 |
| Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations | Jun 23, 2021 | Domain Adaptationimage-classification | CodeCode Available | 0 |
| Sentence Embeddings in NLI with Iterative Refinement Encoders | Aug 27, 2018 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations | May 24, 2023 | DecoderRepresentation Learning | CodeCode Available | 0 |
| Neural sentence embedding models for semantic similarity estimation in the biomedical domain | Oct 1, 2021 | ArticlesSemantic Similarity | CodeCode Available | 0 |
| Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems | Jul 27, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation | Jul 1, 2022 | SentenceSentence Embedding | CodeCode Available | 0 |
| Semantic and sentiment analysis of selected Bhagavad Gita translations using BERT-based language framework | Jan 9, 2022 | Deep LearningLanguage Modelling | CodeCode Available | 0 |
| NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation | Feb 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning | Oct 17, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Space Decomposition for Sentence Embedding | Jun 5, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| reCSE: Portable Reshaping Features for Sentence Embedding in Self-supervised Contrastive Learning | Aug 9, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic Similarity | Feb 20, 2025 | GPULanguage Modeling | CodeCode Available | 0 |
| A Self-Training Approach for Short Text Clustering | Aug 1, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Evaluation of sentence embeddings in downstream and linguistic probing tasks | Jun 16, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |