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Sentence Embeddings

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Showing 151–200 of 615 papers

TitleStatusHype
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search—0
MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis—0
DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entriesCode0
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis—0
High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates—0
iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023Code0
Span-Aggregatable, Contextualized Word Embeddings for Effective Phrase Mining—0
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings—0
Threat Behavior Textual Search by Attention Graph IsomorphismCode0
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment—0
Debiasing Sentence Embedders through Contrastive Word PairsCode0
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts—0
Making Sentence Embeddings Robust to User-Generated ContentCode0
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings—0
Adaptative Bilingual Aligning Using Multilingual Sentence Embedding—0
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive LearningCode0
To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—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
UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translationCode0
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual SimilarityCode0
More Discriminative Sentence Embeddings via Semantic Graph SmoothingCode0
Ontology Enhanced Claim Detection—0
RankSum An unsupervised extractive text summarization based on rank fusion—0
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts—0
UNSEE: Unsupervised Non-contrastive Sentence EmbeddingsCode0
A Comprehensive View of the Biases of Toxicity and Sentiment Analysis Methods Towards Utterances with African American English Expressions—0
Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translationCode0
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings—0
Disentangling continuous and discrete linguistic signals in transformer-based sentence embeddings—0
Grammatical information in BERT sentence embeddings as two-dimensional arrays—0
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation?—0
Compositional Fusion of Signals in Data Embedding—0
Translation Aligned Sentence Embeddings for Turkish Language—0
How Far Can We Extract Diverse Perspectives from Large Language Models?Code0
Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement PredictionCode0
Validating ChatGPT Facts through RDF Knowledge Graphs and Sentence Similarity—0
Sparse Contrastive Learning of Sentence Embeddings—0
Content Significance Distribution of Sub-Text Blocks in Articles and Its Application to Article-Organization Assessment—0
Lost in Translation -- Multilingual Misinformation and its Evolution—0
Non-contrastive sentence representations via self-supervision—0
This Reads Like That: Deep Learning for Interpretable Natural Language ProcessingCode0
On the Dimensionality of Sentence Embeddings—0
DistillCSE: Distilled Contrastive Learning for Sentence EmbeddingsCode0
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probingCode0
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings—0
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCECode0
Decoding Emotional Experiences in Dyadic Conversations of Married Couples: Leveraging Semantic Similarity through Sentence Embedding—0
Semantic Text Compression for Classification—0
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