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Sentence Embeddings

Papers

Showing 501–550 of 615 papers

TitleStatusHype
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings—0
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems—0
The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings—0
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag AttentionsCode0
Mining Discourse Markers for Unsupervised Sentence Representation LearningCode0
Learning semantic sentence representations from visually grounded language without lexical knowledgeCode0
Context-Aware Cross-Lingual MappingCode0
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax—0
Audio-Linguistic Embeddings for Spoken SentencesCode0
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
NLSC: Unrestricted Natural Language-based Service Composition through Sentence EmbeddingsCode0
Sequence to Sequence Learning for Query Expansion—0
Improving Context-Aware Semantic Relationships in Sparse Mobile Datasets—0
Hateminers : Detecting Hate speech against WomenCode0
Multi-level Multimodal Common Semantic Space for Image-Phrase GroundingCode0
Verb Argument Structure Alternations in Word and Sentence Embeddings—0
Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors—0
Investigating the Effects of Word Substitution Errors on Sentence EmbeddingsCode0
Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsCode0
Portable, layer-wise task performance monitoring for NLP models—0
Universal Sentence Encoder for English—0
Probing sentence embeddings for structure-dependent tense—0
BioSentVec: creating sentence embeddings for biomedical textsCode0
Exploring Sentence Vector Spaces through Automatic Summarization—0
Skip-Thought GAN: Generating Text through Adversarial Training using Skip-Thought Vectors—0
CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas—0
Similarity-Based Reconstruction Loss for Meaning Representation—0
Encoding Gated Translation Memory into Neural Machine Translation—0
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation EvaluationCode0
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data—0
NL-FIIT at IEST-2018: Emotion Recognition utilizing Neural Networks and Multi-level PreprocessingCode0
Semantic Sentence Embeddings for Paraphrasing and Text Summarization—0
Learning and Evaluating Sparse Interpretable Sentence Embeddings—0
Categorizing Comparative SentencesCode0
What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks—0
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions—0
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural TherapyCode0
Attention-based Neural Text SegmentationCode0
Sentence Embeddings in NLI with Iterative Refinement EncodersCode0
Generating Text through Adversarial Training using Skip-Thought VectorsCode0
Deep Bayesian Learning and Understanding—0
Learning Semantic Sentence Embeddings using Sequential Pair-wise DiscriminatorCode0
Convolutional Neural Network for Universal Sentence Embeddings—0
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings—0
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings—0
Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification—0
Exploring Semantic Properties of Sentence Embeddings—0
Connecting Supervised and Unsupervised Sentence Embeddings—0
Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring—0
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline—0
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