| Augmenting Data with Mixup for Sentence Classification: An Empirical Study | May 22, 2019 | ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering | May 19, 2025 | Prompt EngineeringSemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding | Nov 7, 2022 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Language with Vision: a Study on Grounded Word and Sentence Embeddings | Jun 17, 2022 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| Learning sentence embeddings using Recursive Networks | May 22, 2018 | POSReverse Dictionary | CodeCode Available | 0 | 5 |
| Audio-Linguistic Embeddings for Spoken Sentences | Feb 20, 2019 | DecoderEmotion Recognition | CodeCode Available | 0 | 5 |
| JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications | Jan 19, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Contextual Salience for Fast and Accurate Sentence Vectors | Mar 22, 2018 | Document SummarizationGeneral Classification | CodeCode Available | 0 | 5 |
| Joint Learning of Sentence Embeddings for Relevance and Entailment | May 16, 2016 | Decision MakingInformation Retrieval | CodeCode Available | 0 | 5 |
| Context-Aware Cross-Lingual Mapping | Mar 8, 2019 | RetrievalSentence | CodeCode Available | 0 | 5 |
| Attention-based Neural Text Segmentation | Aug 29, 2018 | Feature EngineeringSegmentation | CodeCode Available | 0 | 5 |
| Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing | Oct 18, 2023 | DecoderNatural Language Inference | CodeCode Available | 0 | 5 |
| Constructing Flow Graphs from Procedural Cybersecurity Texts | May 29, 2021 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| A Survey on Sentence Embedding Models Performance for Patent Analysis | Apr 28, 2022 | Patent classificationSentence | CodeCode Available | 0 | 5 |
| Learning Compressed Sentence Representations for On-Device Text Processing | Jun 19, 2019 | RetrievalSentence | CodeCode Available | 0 | 5 |
| Learning Natural Language Inference with LSTM | Dec 30, 2015 | Natural Language InferenceSentence | CodeCode Available | 0 | 5 |
| Correlating Twitter Language with Community-Level Health Outcomes | Jun 13, 2019 | Clusteringregression | CodeCode Available | 0 | 5 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Jun 3, 2018 | DecoderParaphrase Generation | CodeCode Available | 0 | 5 |
| NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings | Jan 23, 2019 | RetrievalSentence | 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 |
| JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence Embeddings | May 5, 2025 | Contrastive LearningSentence | CodeCode Available | 0 | 5 |
| LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based Methods | May 22, 2025 | DecoderMachine Translation | CodeCode Available | 0 | 5 |
| Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks | Apr 23, 2025 | SentenceSentence Embedding | CodeCode Available | 0 | 5 |
| Making Sentence Embeddings Robust to User-Generated Content | Mar 25, 2024 | SentenceSentence Embedding | CodeCode Available | 0 | 5 |
| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Alignment over Heterogeneous Embeddings for Question Answering | Jun 1, 2019 | AI2 Reasoning ChallengeARC | CodeCode Available | 0 | 5 |
| Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings | Aug 1, 2019 | Active LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding | May 12, 2023 | Contrastive LearningSemantic Similarity | CodeCode Available | 0 | 5 |
| Composition-contrastive Learning for Sentence Embeddings | Jul 14, 2023 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Sentence Embeddings for Russian NLU | Oct 29, 2019 | Multiple-choiceParaphrase Identification | 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 |
| Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE | Oct 10, 2023 | Contrastive LearningSentence | 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 |
| Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Mining Discourse Markers for Unsupervised Sentence Representation Learning | Mar 28, 2019 | Relation ClassificationRepresentation Learning | 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 |
| AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback | Jan 23, 2025 | reinforcement-learningReinforcement Learning | 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 |
| Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences | Oct 2, 2021 | ClusteringSentence | CodeCode Available | 0 | 5 |
| A Comparative Study on Structural and Semantic Properties of Sentence Embeddings | Sep 23, 2020 | Knowledge GraphsRelation | CodeCode Available | 0 | 5 |
| Hateminers : Detecting Hate speech against Women | Dec 17, 2018 | BIG-bench Machine LearningHate Speech Detection | 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 |
| Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings? | Apr 28, 2023 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 | 5 |
| How Far Can We Extract Diverse Perspectives from Large Language Models? | Nov 16, 2023 | DiversitySentence | CodeCode Available | 0 | 5 |
| 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 | 5 |
| CILex: An Investigation of Context Information for Lexical Substitution Methods | Oct 1, 2022 | SentenceSentence Embeddings | 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 |
| Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline | May 15, 2020 | Language ModellingSentence | CodeCode Available | 0 | 5 |
