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Sentence Embeddings

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TitleStatusHype
Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings?Code0
This Reads Like That: Deep Learning for Interpretable Natural Language ProcessingCode0
Learning Natural Language Inference with LSTMCode0
Simple Unsupervised Keyphrase Extraction using Sentence EmbeddingsCode0
Learning Semantic Sentence Embeddings using Sequential Pair-wise DiscriminatorCode0
Learning Semantic Sentence Embeddings using Sequential Pair-wise DiscriminatorCode0
Learning semantic sentence representations from visually grounded language without lexical knowledgeCode0
Learning Semantic Textual Similarity from ConversationsCode0
Learning sentence embeddings using Recursive NetworksCode0
Threat Behavior Textual Search by Attention Graph IsomorphismCode0
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning RepresentationCode0
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from WikipediaCode0
Revisiting Paraphrase Question Generator using Pairwise DiscriminatorCode0
Unsupervised Sentence-embeddings by Manifold Approximation and ProjectionCode0
Vec2Sent: Probing Sentence Embeddings with Natural Language GenerationCode0
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text RankingCode0
Revisiting Semantic Representation and Tree Search for Similar Question RetrievalCode0
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence EmbeddingCode0
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence FilteringCode0
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal DomainsCode0
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive LearningCode0
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation EvaluationCode0
LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based MethodsCode0
Contextual Salience for Fast and Accurate Sentence VectorsCode0
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence EmbeddingCode0
XeroAlign: Zero-Shot Cross-lingual Transformer AlignmentCode0
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual SimilarityCode0
Context-Aware Cross-Lingual MappingCode0
Constructing Flow Graphs from Procedural Cybersecurity TextsCode0
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence EmbeddingsCode0
ScanRefer: 3D Object Localization in RGB-D Scans using Natural LanguageCode0
Emu: Enhancing Multilingual Sentence Embeddings with Semantic SpecializationCode0
Making Sentence Embeddings Robust to User-Generated ContentCode0
Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsCode0
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's DistanceCode0
Embarrassingly Simple Performance Prediction for Abductive Natural Language InferenceCode0
EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode DecompositionCode0
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence GenerationCode0
Composition-contrastive Learning for Sentence EmbeddingsCode0
AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text ClassificationCode0
Alignment over Heterogeneous Embeddings for Question AnsweringCode0
DistillCSE: Distilled Contrastive Learning for Sentence EmbeddingsCode0
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag AttentionsCode0
Mining Discourse Markers for Unsupervised Sentence Representation LearningCode0
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality ConstraintCode0
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-SentencesCode0
Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity RetrievalCode0
Unsupervised Sentence Simplification via Dependency ParsingCode0
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual AlignmentCode0
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