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Showing 201–250 of 334 papers

TitleStatusHype
Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets—0
Cross-lingual Sentence Embedding using Multi-Task Learning—0
Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature SimilarityCode0
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding—0
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding LearningCode1
Distilling Word Meaning in Context from Pre-trained Language ModelsCode0
TransAug: Translate as Augmentation for Sentence Embeddings—0
FarFetched: An Entity-centric Approach for Reasoning on Textually Represented Environments—0
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding—0
Space-Time-Separable Graph Convolutional Network for Pose ForecastingCode1
Finetuning Transformer Models to Build ASAG System—0
Pairwise Supervised Contrastive Learning of Sentence RepresentationsCode1
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence EmbeddingCode1
Smoothed Contrastive Learning for Unsupervised Sentence EmbeddingCode1
Paraphrase Generation as Unsupervised Machine Translation—0
Evaluation Datasets for Cross-lingual Semantic Textual Similarity—0
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsCode1
Structure-aware Sentence Encoder in Bert-Based Siamese Network—0
Bootstrapped Unsupervised Sentence Representation LearningCode1
The role of temporal cortex in the control of attention—0
Sentence Embeddings using Supervised Contrastive LearningCode0
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferCode1
DefSent: Sentence Embeddings using Definition SentencesCode1
Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning—0
Dual-View Distilled BERT for Sentence Embedding—0
SimCSE: Simple Contrastive Learning of Sentence EmbeddingsCode2
Are Classes Clusters?—0
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersCode1
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding LearningCode1
Sentence Embeddings by Ensemble Distillation—0
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERTCode1
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain—0
STS-GAN: Can We Synthesize Solid Texture with High Fidelity from Arbitrary 2D Exemplar?—0
Toward an Effective Theory of Neurodynamics: Topological Supersymmetry Breaking, Network Coarse-Graining, and Instanton Interaction—0
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks—0
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks—0
Learning Intuitive Physics with Multimodal Generative ModelsCode1
Deep Representational Re-tuning using Contrastive TensionCode1
Structure and randomness in planning and reinforcement learningCode0
Amplifying the Range of News Stories with Creativity: Methods and their Evaluation, in Portuguese—0
FFCI: A Framework for Interpretable Automatic Evaluation of SummarizationCode0
Full-Duplex Non-Orthogonal Multiple Access Cooperative Overlay Spectrum-Sharing Networks with SWIPT—0
Noisy Text Data: Achilles’ Heel of BERT—0
Learning from Unlabelled Data for Clinical Semantic Textual Similarity—0
Comparative analysis of word embeddings in assessing semantic similarity of complex sentences—0
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures—0
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive LearningCode0
FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching—0
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks—0
An Unsupervised Sentence Embedding Method by Mutual Information MaximizationCode1
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