| Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation | Apr 4, 2024 | Contrastive LearningReferring Expression | CodeCode Available | 2 |
| Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment | Apr 3, 2024 | RetrievalSentence | —Unverified | 0 |
| Debiasing Sentence Embedders through Contrastive Word Pairs | Mar 27, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning | Mar 26, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Making Sentence Embeddings Robust to User-Generated Content | Mar 25, 2024 | SentenceSentence Embedding | CodeCode Available | 0 |
| Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts | Mar 25, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings | Mar 20, 2024 | Dimensionality ReductionSentence | —Unverified | 0 |
| Adaptative Bilingual Aligning Using Multilingual Sentence Embedding | Mar 18, 2024 | SentenceSentence Embedding | —Unverified | 0 |
| RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning | Mar 17, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation | Mar 14, 2024 | Active LearningDiversity | —Unverified | 0 |
| Hyper-CL: Conditioning Sentence Representations with Hypernetworks | Mar 14, 2024 | Computational EfficiencyContrastive Learning | CodeCode Available | 1 |
| Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity | Mar 8, 2024 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Meta-Task Prompting Elicits Embeddings from Large Language Models | Feb 28, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 1 |
| Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings | Feb 23, 2024 | Contrastive LearningSentence | —Unverified | 0 |
| Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples | Feb 23, 2024 | Dataset GenerationDecoder | CodeCode Available | 0 |
| 2D Matryoshka Sentence Embeddings | Feb 22, 2024 | RAGRepresentation Learning | CodeCode Available | 4 |
| More Discriminative Sentence Embeddings via Semantic Graph Smoothing | Feb 20, 2024 | ClusteringSentence | CodeCode Available | 0 |
| Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity | Feb 20, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation | Feb 20, 2024 | Machine TranslationNatural Language Understanding | CodeCode Available | 0 |
| Ontology Enhanced Claim Detection | Feb 19, 2024 | SentenceSentence Embeddings | —Unverified | 0 |
| RankSum An unsupervised extractive text summarization based on rank fusion | Feb 7, 2024 | Extractive Text SummarizationSentence | —Unverified | 0 |
| LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts | Jan 29, 2024 | SentenceSentence Classification | —Unverified | 0 |
| UNSEE: Unsupervised Non-contrastive Sentence Embeddings | Jan 27, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 |
| A Comprehensive View of the Biases of Toxicity and Sentiment Analysis Methods Towards Utterances with African American English Expressions | Jan 23, 2024 | Part-Of-Speech TaggingPOS | —Unverified | 0 |
| Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation | Jan 16, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 |
