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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Learning Joint Multilingual Sentence Representations with Neural Machine Translation
Sentence Simplification with Deep Reinforcement Learning
A Structured Self-attentive Sentence Embedding
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents
AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification
Mapping Between fMRI Responses to Movies and their Natural Language Annotations
Open-Ended Visual Question-Answering
Language as a Latent Variable: Discrete Generative Models for Sentence Compression
Multi-document abstractive summarization using ILP based multi-sentence compression
An Incremental Parser for Abstract Meaning Representation
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks
Learning Joint Representations of Videos and Sentences with Web Image Search
A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization
Siamese CBOW: Optimizing Word Embeddings for Sentence Representations
Supervised Syntax-based Alignment between English Sentences and Abstract Meaning Representation Graphs
Joint Learning of Sentence Embeddings for Relevance and Entailment
On Improving Informativity and Grammaticality for Multi-Sentence Compression
Improving sentence compression by learning to predict gaze
Globally Normalized Transition-Based Neural Networks
Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre)
Learning Natural Language Inference with LSTM
Towards Universal Paraphrastic Sentence Embeddings
Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Image & Text Retrieval
Fast k-best Sentence Compression
Parser for Abstract Meaning Representation using Learning to Search
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
Dependency-based Convolutional Neural Networks for Sentence Embedding
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing
Using Syntax-Based Machine Translation to Parse English into Abstract Meaning Representation
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval
Sentence Compression as Tree Transduction
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