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Sentence Embeddings

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Showing 201–250 of 615 papers

TitleStatusHype
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
Exploring Multilingual Syntactic Sentence RepresentationsCode0
DisSent: Sentence Representation Learning from Explicit Discourse RelationsCode0
DisSent: Learning Sentence Representations from Explicit Discourse RelationsCode0
Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement PredictionCode0
Revisiting Paraphrase Question Generator using Pairwise DiscriminatorCode0
Approach to Predicting News -- A Precise Multi-LSTM Network With BERTCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
Joint Learning of Sentence Embeddings for Relevance and EntailmentCode0
JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence EmbeddingsCode0
Language with Vision: a Study on Grounded Word and Sentence EmbeddingsCode0
ScanRefer: 3D Object Localization in RGB-D Scans using Natural LanguageCode0
Instance Smoothed Contrastive Learning for Unsupervised Sentence EmbeddingCode0
Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change AnalysisCode0
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probingCode0
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional OperationsCode0
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and DocumentsCode0
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction TasksCode0
In-Context Example Selection via Similarity Search Improves Low-Resource Machine TranslationCode0
DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entriesCode0
Information Leakage of Sentence Embeddings via Generative Embedding Inversion AttacksCode0
Investigating the Effects of Word Substitution Errors on Sentence EmbeddingsCode0
Learning Compressed Sentence Representations for On-Device Text ProcessingCode0
Global Textual Relation Embedding for Relational UnderstandingCode0
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot ExamplesCode0
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural TherapyCode0
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCECode0
Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric LearningCode0
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsCode0
BioSentVec: creating sentence embeddings for biomedical textsCode0
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource SettingsCode0
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings LearningCode0
iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023Code0
Debiasing Sentence Embedders through Contrastive Word PairsCode0
A Bilingual Generative Transformer for Semantic Sentence EmbeddingCode0
Towards Lossless Encoding of SentencesCode0
Hyperbolic Neural NetworksCode0
How Far Can We Extract Diverse Perspectives from Large Language Models?Code0
An Incremental Clustering Baseline for Event Detection on TwitterCode0
Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied AgentsCode0
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task EvaluationCode0
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue PlanningCode0
Learning Natural Language Inference with LSTMCode0
CSE: Conceptual Sentence Embeddings based on Attention Model—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks—0
Holistic Sentence Embeddings for Better Out-of-Distribution Detection—0
Cross-lingual Sentence Embedding using Multi-Task Learning—0
HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives—0
High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates—0
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