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Showing 126–150 of 334 papers

TitleStatusHype
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching—0
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for GradientCode0
Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings—0
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot ExamplesCode0
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings—0
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual SimilarityCode0
UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translationCode0
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity—0
Contrastive Learning in Distilled ModelsCode0
Empirical Analysis of Efficient Fine-Tuning Methods for Large Pre-Trained Language Models—0
Unsupervised hard Negative Augmentation for contrastive learningCode0
Automated Assessment of Students' Code Comprehension using LLMs—0
Sim-GPT: Text Similarity via GPT Annotated DataCode0
A Distribution-Based Threshold for Determining Sentence Similarity—0
IEKM: A Model Incorporating External Keyword Matrices—0
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models—0
Sparse Contrastive Learning of Sentence Embeddings—0
Matching of Descriptive Labels to Glossary Descriptions—0
On the Dimensionality of Sentence Embeddings—0
Parallel Bayesian Optimization Using Satisficing Thompson Sampling for Time-Sensitive Black-Box Optimization—0
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings—0
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCECode0
Semantic similarity prediction is better than other semantic similarity measuresCode0
Rethinking STS and NLI in Large Language Models—0
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