| Textless Unit-to-Unit training for Many-to-Many Multilingual Speech-to-Speech Translation | Aug 3, 2023 | DecoderQuantization | CodeCode Available | 1 |
| Scaling Sentence Embeddings with Large Language Models | Jul 31, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 |
| Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts | Jul 31, 2023 | Entity LinkingSTS | —Unverified | 0 |
| Enhancing conversational quality in language learning chatbots: An evaluation of GPT4 for ASR error correction | Jul 19, 2023 | Semantic Textual SimilaritySTS | —Unverified | 0 |
| Efficient Domain Adaptation of Sentence Embeddings Using Adapters | Jul 6, 2023 | Domain AdaptationSemantic Similarity | —Unverified | 0 |
| STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting | Jul 5, 2023 | Contrastive LearningSTS | —Unverified | 0 |
| Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS | Jun 8, 2023 | DiagnosticNegation | —Unverified | 0 |
| BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs | Jun 6, 2023 | Contrastive LearningSTS | CodeCode Available | 1 |
| Whitening-based Contrastive Learning of Sentence Embeddings | May 28, 2023 | Contrastive LearningDiversity | CodeCode Available | 1 |
| RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank | May 26, 2023 | Contrastive LearningLearning-To-Rank | CodeCode Available | 1 |
| C-STS: Conditional Semantic Textual Similarity | May 24, 2023 | Information RetrievalLanguage Model Evaluation | CodeCode Available | 1 |
| Sentence Representations via Gaussian Embedding | May 22, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings | May 18, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Clustering-Aware Negative Sampling for Unsupervised Sentence Representation | May 17, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Adapting Sentence Transformers for the Aviation Domain | May 16, 2023 | DenoisingNatural Language Inference | —Unverified | 0 |
| Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding | May 12, 2023 | Contrastive LearningSemantic Similarity | CodeCode Available | 0 |
| LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM | May 10, 2023 | GPULanguage Modeling | —Unverified | 0 |
| AlignSTS: Speech-to-Singing Conversion via Cross-Modal Alignment | May 8, 2023 | cross-modal alignmentRhythm | —Unverified | 0 |
| Improving Contrastive Learning of Sentence Embeddings from AI Feedback | May 3, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT | Apr 22, 2023 | SentenceSentence Similarity | —Unverified | 0 |
| Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese | Apr 18, 2023 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings | Apr 18, 2023 | Contrastive LearningRetrieval | —Unverified | 0 |
| Spatiotemporal and Semantic Zero-inflated Urban Anomaly Prediction | Apr 4, 2023 | Crime PredictionPrediction | —Unverified | 0 |
| Enhancing Text Generation with Cooperative Training | Mar 16, 2023 | MRPCQQP | CodeCode Available | 0 |
| Training Robust Spiking Neural Networks with ViewPoint Transform and SpatioTemporal Stretching | Mar 14, 2023 | Data AugmentationSTS | —Unverified | 0 |
