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Showing 51–100 of 334 papers

TitleStatusHype
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved NegativesCode1
In Defense of Image Pre-Training for Spatiotemporal RecognitionCode1
RAR-b: Reasoning as Retrieval BenchmarkCode1
Extracting Latent Steering Vectors from Pretrained Language ModelsCode1
Fluent Response Generation for Conversational Question AnsweringCode1
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferCode1
AMR-DA: Data Augmentation by Abstract Meaning RepresentationCode1
Bootstrapped Unsupervised Sentence Representation LearningCode1
C-STS: Conditional Semantic Textual SimilarityCode1
DistilCSE: Effective Knowledge Distillation For Contrastive Sentence EmbeddingsCode1
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation LearningCode1
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence EmbeddingCode1
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning FrameworkCode1
InfoCSE: Information-aggregated Contrastive Learning of Sentence EmbeddingsCode1
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence EmbeddingCode1
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence EmbeddingsCode1
An Attribution Method for Siamese EncodersCode1
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERTCode1
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and GraphsCode1
English Contrastive Learning Can Learn Universal Cross-lingual Sentence EmbeddingsCode1
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—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
Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting—0
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—0
A Multi-Stage Framework for 3D Individual Tooth Segmentation in Dental CBCT—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
ConIsI: A Contrastive Framework with Inter-sentence Interaction for Self-supervised Sentence Representation—0
FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching—0
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings—0
Extracting Sentence Embeddings from Pretrained Transformer Models—0
Compressing Sentence Representation via Homomorphic Projective Distillation—0
Articulation Work and Tinkering for Fairness in Machine Learning—0
Amplifying the Range of News Stories with Creativity: Methods and their Evaluation, in Portuguese—0
FarFetched: An Entity-centric Approach for Reasoning on Textually Represented Environments—0
AlignSTS: Speech-to-Singing Conversion via Cross-Modal Alignment—0
Towards Building Efficient Sentence BERT Models using Layer Pruning—0
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals—0
Are Classes Clusters?—0
2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings—0
Extending Monolingual Semantic Textual Similarity Task to Multiple Cross-lingual Settings—0
Fast and Discriminative Semantic Embedding—0
Finetuning Transformer Models to Build ASAG System—0
Empirical Analysis of Efficient Fine-Tuning Methods for Large Pre-Trained Language Models—0
EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English—0
Efficient Domain Adaptation of Sentence Embeddings Using Adapters—0
Enhancing conversational quality in language learning chatbots: An evaluation of GPT4 for ASR error correction—0
Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations—0
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model—0
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