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Showing 101–150 of 334 papers

TitleStatusHype
Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention PoolingCode0
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence GenerationCode0
Semantic similarity prediction is better than other semantic similarity measuresCode0
UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translationCode0
Unsupervised hard Negative Augmentation for contrastive learningCode0
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive LearningCode0
Ditto: A Simple and Efficient Approach to Improve Sentence EmbeddingsCode0
Distilling Word Meaning in Context from Pre-trained Language ModelsCode0
Distilling Monolingual and Crosslingual Word-in-Context RepresentationsCode0
Self-supervised contrastive learning unveils cortical folding pattern linked to prematurityCode0
Sentence Embeddings using Supervised Contrastive LearningCode0
Space Decomposition for Sentence EmbeddingCode0
BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual SimilarityCode0
Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic SimilarityCode0
2D Matryoshka Training for Information RetrievalCode0
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual SimilarityCode0
Parameter-Efficient Transformer EmbeddingsCode0
Paraphrase Thought: Sentence Embedding Module Imitating Human Language RecognitionCode0
Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural NetworkCode0
Model Comparison for Semantic GroupingCode0
Linguistically Conditioned Semantic Textual SimilarityCode0
Learning Semantic Textual Similarity from ConversationsCode0
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and MarathiCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsCode0
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCECode0
Improving Multi-lingual Alignment Through Soft Contrastive LearningCode0
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot ExamplesCode0
Enhancing Text Generation with Cooperative TrainingCode0
From Electrode to Global Brain: Integrating Multi- and Cross-Scale Brain Connections and Interactions Under Cross-Subject and Within-Subject Scenarios—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
Finetuning Transformer Models to Build ASAG System—0
Cross-lingual Sentence Embedding using Multi-Task Learning—0
A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery—0
FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching—0
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—0
Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting—0
A Multi-Stage Framework for 3D Individual Tooth Segmentation in Dental CBCT—0
Fast and Discriminative Semantic Embedding—0
FarFetched: An Entity-centric Approach for Reasoning on Textually Represented Environments—0
Extracting Sentence Embeddings from Pretrained Transformer Models—0
Extending Monolingual Semantic Textual Similarity Task to Multiple Cross-lingual Settings—0
ConIsI: A Contrastive Framework with Inter-sentence Interaction for Self-supervised Sentence Representation—0
A Short Image Series Based Scheme for Time Series Digital Image Correlation—0
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space—0
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding—0
Exploring Dimensionality Reduction Techniques in Multilingual Transformers—0
Exploring Activation Patterns of Parameters in Language Models—0
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks—0
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings—0
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