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Sentence Embeddings

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Showing 51–100 of 615 papers

TitleStatusHype
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
Structured Attention for Unsupervised Dialogue Structure InductionCode1
The Five-Dollar Model: Generating Game Maps and Sprites from Sentence EmbeddingsCode1
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence LearningCode1
iNLTK: Natural Language Toolkit for Indic LanguagesCode1
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language ModelsCode1
Unsupervised Extractive Dialogue Summarization in Hyperdimensional SpaceCode1
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine TranslationCode1
An Unsupervised Sentence Embedding Method by Mutual Information MaximizationCode1
EASE: Entity-Aware Contrastive Learning of Sentence EmbeddingCode1
DefSent: Sentence Embeddings using Definition SentencesCode1
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow ExtractionCode1
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based LearningCode1
Contrastive Learning of Sentence Embeddings from ScratchCode1
Deep Representational Re-tuning using Contrastive TensionCode1
Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering RepresentationsCode1
DialogueCSE: Dialogue-based Contrastive Learning of Sentence EmbeddingsCode1
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-EncodersCode1
A Paragraph-level Multi-task Learning Model for Scientific Fact-VerificationCode1
DistilCSE: Effective Knowledge Distillation For Contrastive Sentence EmbeddingsCode1
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddingsCode1
English Contrastive Learning Can Learn Universal Cross-lingual Sentence EmbeddingsCode1
Evaluation of Sentence Representations in PolishCode1
FinEAS: Financial Embedding Analysis of SentimentCode1
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot ClassificationCode1
Hyper-CL: Conditioning Sentence Representations with HypernetworksCode1
Imposing Relation Structure in Language-Model Embeddings Using Contrastive LearningCode1
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved NegativesCode1
Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of SentencesCode1
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-ThoughtCode1
Just Rank: Rethinking Evaluation with Word and Sentence SimilaritiesCode1
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive LearningCode1
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondCode1
Characterising the Creative Process in Humans and Large Language ModelsCode1
MCSE: Multimodal Contrastive Learning of Sentence EmbeddingsCode1
Meta-Task Prompting Elicits Embeddings from Large Language ModelsCode1
On the Effectiveness of Sentence Encoding for Intent Detection Meta-LearningCode1
On the Sentence Embeddings from Pre-trained Language ModelsCode1
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for TopicsCode1
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole SentenceCode1
Reweighting Strategy based on Synthetic Data Identification for Sentence SimilarityCode1
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks—0
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks—0
A neural interlingua for multilingual machine translation—0
Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings—0
Automatic Labeling of Problem-Solving Dialogues for Computational Microgenetic Learning Analytics—0
An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features—0
Automatic Difficulty Classification of Arabic Sentences—0
A Unified Approach to Discourse Relation Classification in nine Languages—0
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks—0
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