| AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification | Nov 1, 2023 | ClassificationLanguage Modelling | CodeCode Available | 1 |
| C2SLR: Consistency-Enhanced Continuous Sign Language Recognition | Jan 1, 2022 | SentenceSentence Embedding | CodeCode Available | 1 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Smoothed Contrastive Learning for Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningSentence | CodeCode Available | 1 |
| Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books | Jun 22, 2015 | DescriptiveDiversity | CodeCode Available | 1 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis | Aug 27, 2021 | Image GenerationSentence | CodeCode Available | 1 |
| Efficient Sentence Embedding via Semantic Subspace Analysis | Feb 22, 2020 | SentenceSentence Embedding | CodeCode Available | 1 |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis | Feb 23, 2025 | SentenceSentence Embedding | CodeCode Available | 1 |
| ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | Apr 27, 2020 | Humor DetectionSentence | CodeCode Available | 1 |
| Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal | Dec 26, 2022 | DisentanglementSentence | CodeCode Available | 1 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning | Mar 26, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| ComStreamClust: a communicative multi-agent approach to text clustering in streaming data | Oct 11, 2020 | ClusteringSemantic Similarity | CodeCode Available | 1 |
| Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework | Oct 30, 2022 | Domain AdaptationRepresentation Learning | CodeCode Available | 1 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 |
| Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives | Jun 6, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings | Oct 8, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Ranking-Enhanced Unsupervised Sentence Representation Learning | Sep 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding | Aug 22, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| MCSE: Multimodal Contrastive Learning of Sentence Embeddings | Apr 22, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Amrita\_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension | Jun 1, 2016 | Information RetrievalMachine Translation | —Unverified | 0 |
| CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings | Jun 16, 2023 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| A Sentence Interaction Network for Modeling Dependence between Sentences | Aug 1, 2016 | Answer SelectionFeature Engineering | —Unverified | 0 |
| Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment | Apr 3, 2024 | RetrievalSentence | —Unverified | 0 |
| CL-ReKD: Cross-lingual Knowledge Distillation for Multilingual Retrieval Question Answering | Jan 16, 2022 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation | Aug 8, 2023 | Document SummarizationSemantic Similarity | —Unverified | 0 |
| Evaluating Gender Bias Transfer from Film Data | Jul 1, 2022 | Dialogue GenerationMachine Translation | —Unverified | 0 |
| CAWESumm: A Contextual and Anonymous Walk Embedding Based Extractive Summarization of Legal Bills | Dec 1, 2021 | Document EmbeddingExtractive Summarization | —Unverified | 0 |
| CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement | Mar 21, 2025 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets | Apr 1, 2021 | Contrastive LearningSarcasm Detection | —Unverified | 0 |
| Building the Directed Semantic Graph for Coherent Long Text Generation | Nov 1, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Are there identifiable structural parts in the sentence embedding whole? | Jun 24, 2024 | SentenceSentence Embedding | —Unverified | 0 |
| Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings | Jun 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Building Machine Translation System for Software Product Descriptions Using Domain-specific Sub-corpora Extraction | Sep 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Are Classes Clusters? | Apr 16, 2021 | ClassificationClustering | —Unverified | 0 |
| An Unsupervised System for Parallel Corpus Filtering | Oct 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Dialectal and Low-Resource Machine Translation for Aromanian | Oct 23, 2024 | Machine TranslationSentence | —Unverified | 0 |
| Building a Synthetic Biomedical Research Article Citation Linkage Corpus | Jun 1, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues | Jul 1, 2018 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Iterative Hierarchical Attention for Answering Complex Questions over Long Documents | Jun 1, 2021 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks | Jan 26, 2021 | Language ModellingNatural Language Inference | —Unverified | 0 |
| Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation | May 1, 2020 | Binary ClassificationSentence | —Unverified | 0 |
| Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE) | Dec 5, 2024 | Computational EfficiencyQuestion Similarity | —Unverified | 0 |
| Adapting Sentence Transformers for the Aviation Domain | May 16, 2023 | DenoisingNatural Language Inference | —Unverified | 0 |