| Improving Multi-lingual Alignment Through Soft Contrastive Learning | May 25, 2024 | Contrastive LearningSentence | CodeCode Available | 0 |
| Self-supervised contrastive learning unveils cortical folding pattern linked to prematurity | May 14, 2024 | Contrastive LearningSTS | CodeCode Available | 0 |
| Span-Aggregatable, Contextualized Word Embeddings for Effective Phrase Mining | May 12, 2024 | RetrievalSentence | —Unverified | 0 |
| Transformer models as an efficient replacement for statistical test suites to evaluate the quality of random numbers | May 6, 2024 | Deep LearningMulti-Label Classification | —Unverified | 0 |
| Unmasking the Role of Remote Sensors in Comfort, Energy and Demand Response | Apr 19, 2024 | STS | CodeCode Available | 0 |
| Manipulating Large Language Models to Increase Product Visibility | Apr 11, 2024 | STS | CodeCode Available | 2 |
| RAR-b: Reasoning as Retrieval Benchmark | Apr 9, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity | Apr 2, 2024 | Abstract Meaning RepresentationFact Checking | CodeCode Available | 0 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning | Mar 26, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery | Mar 21, 2024 | Causal InferenceSTS | —Unverified | 0 |
| Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives | Mar 21, 2024 | Decision MakingSemantic Similarity | —Unverified | 0 |
| Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity | Mar 8, 2024 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Improving Cross-lingual Representation for Semantic Retrieval with Code-switching | Mar 3, 2024 | Question AnsweringRetrieval | —Unverified | 0 |
| Meta-Task Prompting Elicits Embeddings from Large Language Models | Feb 28, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 1 |
| Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient | Feb 28, 2024 | Representation LearningSelf-Supervised Learning | CodeCode Available | 0 |
| Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings | Feb 26, 2024 | Contrastive LearningMulti-Task Learning | —Unverified | 0 |
| Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples | Feb 23, 2024 | Dataset GenerationDecoder | CodeCode Available | 0 |
| Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings | Feb 23, 2024 | Contrastive LearningSentence | —Unverified | 0 |
| 2D Matryoshka Sentence Embeddings | Feb 22, 2024 | RAGRepresentation Learning | CodeCode Available | 4 |
| 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 |
| Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity | Feb 20, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Pixel Sentence Representation Learning | Feb 13, 2024 | Natural Language InferenceRepresentation Learning | CodeCode Available | 1 |
| SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity | Jan 30, 2024 | Semantic Textual SimilaritySTS | —Unverified | 0 |
| DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning | Jan 24, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Contrastive Learning in Distilled Models | Jan 23, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 0 |
