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Sentence Embeddings

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TitleStatusHype
A Multi-task Approach to Learning Multilingual Representations—0
Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinations—0
What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties—0
Evaluation of sentence embeddings in downstream and linguistic probing tasksCode0
Embedding Text in Hyperbolic Spaces—0
Learning Semantic Sentence Embeddings using Sequential Pair-wise DiscriminatorCode0
RiskFinder: A Sentence-level Risk Detector for Financial Reports—0
Hyperbolic Neural NetworksCode0
Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied AgentsCode0
Learning sentence embeddings using Recursive NetworksCode0
Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity—0
Obligation and Prohibition Extraction Using Hierarchical RNNs—0
What you can cram into a single vector: Probing sentence embeddings for linguistic propertiesCode0
SPADE: Evaluation Dataset for Monolingual Phrase Alignment—0
Automatic Labeling of Problem-Solving Dialogues for Computational Microgenetic Learning Analytics—0
On the Vector Representation of Utterances in Dialogue Context—0
A neural interlingua for multilingual machine translation—0
Learning Sentence Embeddings for Coherence Modelling and Beyond—0
Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks—0
Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity—0
Learning Semantic Textual Similarity from ConversationsCode0
Contextual Salience for Fast and Accurate Sentence VectorsCode0
Evaluating Compositionality in Sentence EmbeddingsCode0
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings—0
Simple Unsupervised Keyphrase Extraction using Sentence EmbeddingsCode0
Exploring Sentence Vectors Through Automatic Summarization—0
UNSUPERVISED SENTENCE EMBEDDING USING DOCUMENT STRUCTURE-BASED CONTEXT—0
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations—0
A Sequential Neural Encoder with Latent Structured Description for Modeling Sentences—0
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification—0
Testing the limits of unsupervised learning for semantic similarity—0
DisSent: Sentence Representation Learning from Explicit Discourse RelationsCode0
Neural Net Models of Open-domain Discourse Coherence—0
LCT-MALTA's Submission to RepEval 2017 Shared Task—0
Monolingual Phrase Alignment on Parse Forests—0
IITP at EmoInt-2017: Measuring Intensity of Emotions using Sentence Embeddings and Optimized Features—0
MITRE at SemEval-2017 Task 1: Simple Semantic Similarity—0
DT\_Team at SemEval-2017 Task 1: Semantic Similarity Using Alignments, Sentence-Level Embeddings and Gaussian Mixture Model Output—0
LIPN-IIMAS at SemEval-2017 Task 1: Subword Embeddings, Attention Recurrent Neural Networks and Cross Word Alignment for Semantic Textual Similarity—0
Graph-based Neural Multi-Document Summarization—0
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext—0
Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs—0
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings—0
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification—0
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram FeaturesCode0
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and DocumentsCode0
AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text ClassificationCode0
Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification—0
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction TasksCode0
Sparsifying Word Representations for Deep Unordered Sentence Modeling—0
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