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Sentence Embeddings

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TitleStatusHype
Exploring Italian sentence embeddings properties through multi-taskingCode0
Exploring Multilingual Syntactic Sentence RepresentationsCode0
Learning semantic sentence representations from visually grounded language without lexical knowledgeCode0
Making Sentence Embeddings Robust to User-Generated ContentCode0
NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity DetectionCode0
Primer AI's Systems for Acronym Identification and DisambiguationCode0
JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence EmbeddingsCode0
NLSC: Unrestricted Natural Language-based Service Composition through Sentence EmbeddingsCode0
Constructing Flow Graphs from Procedural Cybersecurity TextsCode0
DisSent: Sentence Representation Learning from Explicit Discourse RelationsCode0
DisSent: Learning Sentence Representations from Explicit Discourse RelationsCode0
Approach to Predicting News -- A Precise Multi-LSTM Network With BERTCode0
Context-Aware Cross-Lingual MappingCode0
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive LearningCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
Investigating the Effects of Word Substitution Errors on Sentence EmbeddingsCode0
Joint Learning of Sentence Embeddings for Relevance and EntailmentCode0
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and MarathiCode0
Instance Smoothed Contrastive Learning for Unsupervised Sentence EmbeddingCode0
Information Leakage of Sentence Embeddings via Generative Embedding Inversion AttacksCode0
Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change AnalysisCode0
Semantic Search as Extractive Paraphrase Span DetectionCode0
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue EmbeddingsCode0
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and DocumentsCode0
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional OperationsCode0
Sentence Embeddings using Supervised Contrastive LearningCode0
DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entriesCode0
GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse DictionaryCode0
In-Context Example Selection via Similarity Search Improves Low-Resource Machine TranslationCode0
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probingCode0
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
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
Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied AgentsCode0
Debiasing Sentence Embedders through Contrastive Word PairsCode0
A Bilingual Generative Transformer for Semantic Sentence EmbeddingCode0
Hyperbolic Neural NetworksCode0
Towards Lossless Encoding of SentencesCode0
How Far Can We Extract Diverse Perspectives from Large Language Models?Code0
An Incremental Clustering Baseline for Event Detection on TwitterCode0
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
Holistic Sentence Embeddings for Better Out-of-Distribution DetectionCode0
Language learning using Speech to Image retrievalCode0
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