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Text Representation

2246 directly classified papers

Papers per year

Papers

Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components EMNLP 2017
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training CONLL 2017
Deep Learning for Semantic Composition ACL 2017
Methodical Evaluation of Arabic Word Embeddings ACL 2017
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017
Instance-Aware Image and Sentence Matching With Selective Multimodal LSTM CVPR 2017
Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings ACL 2017
A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really? EACL 2017
Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm EACL 2017
Representations of language in a model of visually grounded speech signal ACL 2017
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases EACL 2017
Learning Language Representations for Typology Prediction EMNLP 2017
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ACL 2017
QLUT at SemEval-2017 Task 1: Semantic Textual Similarity Based on Word Embeddings SEMEVAL 2017
Decoding with Finite-State Transducers on GPUs EACL 2017
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations IJCNLP 2017
LSIS at SemEval-2017 Task 4: Using Adapted Sentiment Similarity Seed Words For English and Arabic Tweet Polarity Classification SEMEVAL 2017
Learning Synchronous Grammar Patterns for Assisted Writing for Second Language Learners IJCNLP 2017
CVBed: Structuring CVs usingWord Embeddings IJCNLP 2017
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment ACL 2017
Mimicking Word Embeddings using Subword RNNs EMNLP 2017
Exploiting Word Internal Structures for Generic Chinese Sentence Representation EMNLP 2017
Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings IJCNLP 2017