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Sentence Embeddings

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Showing 151–200 of 615 papers

TitleStatusHype
Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution PipelineCode0
JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence EmbeddingsCode0
Learning Semantic Sentence Embeddings using Sequential Pair-wise DiscriminatorCode0
Categorizing Comparative SentencesCode0
Investigating the Effects of Word Substitution Errors on Sentence EmbeddingsCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text ClassificationCode0
Catching Attention with Automatic Pull Quote SelectionCode0
Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change AnalysisCode0
DistillCSE: Distilled Contrastive Learning for Sentence EmbeddingsCode0
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag AttentionsCode0
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probingCode0
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence GenerationCode0
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual SimilarityCode0
Joint Learning of Sentence Embeddings for Relevance and EntailmentCode0
Learning semantic sentence representations from visually grounded language without lexical knowledgeCode0
Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity RetrievalCode0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric LearningCode0
DisSent: Sentence Representation Learning from Explicit Discourse RelationsCode0
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource SettingsCode0
Language with Vision: a Study on Grounded Word and Sentence EmbeddingsCode0
DisSent: Learning Sentence Representations from Explicit Discourse RelationsCode0
CILex: An Investigation of Context Information for Lexical Substitution MethodsCode0
Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings?Code0
Learning Semantic Textual Similarity from ConversationsCode0
EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode DecompositionCode0
Embarrassingly Simple Performance Prediction for Abductive Natural Language InferenceCode0
A Comparative Study on Structural and Semantic Properties of Sentence EmbeddingsCode0
LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based MethodsCode0
Approach to Predicting News -- A Precise Multi-LSTM Network With BERTCode0
Emu: Enhancing Multilingual Sentence Embeddings with Semantic SpecializationCode0
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCECode0
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot ExamplesCode0
Information Leakage of Sentence Embeddings via Generative Embedding Inversion AttacksCode0
iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023Code0
Hyperbolic Neural NetworksCode0
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional OperationsCode0
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and DocumentsCode0
Evaluating Composition Models for Verb Phrase Elliptical Sentence EmbeddingsCode0
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
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence RepresentationsCode0
Evaluation of sentence embeddings in downstream and linguistic probing tasksCode0
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task EvaluationCode0
Sentence Embeddings for Russian NLUCode0
Composition-contrastive Learning for Sentence EmbeddingsCode0
Sentence Embeddings in NLI with Iterative Refinement EncodersCode0
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue PlanningCode0
Global Textual Relation Embedding for Relational UnderstandingCode0
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