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Text Representation

2246 directly classified papers

Papers per year

Papers

Learning Semantic Sentence Embeddings using Pair-wise Discriminator COLING 2018
Learning Co-Substructures by Kernel Dependence Maximization IJCAI 2017
Hash Embeddings for Efficient Word Representations NIPS 2017
Structured Embedding Models for Grouped Data NIPS 2017
Deconvolutional Paragraph Representation Learning NIPS 2017
Learned in Translation: Contextualized Word Vectors NIPS 2017
Cross-Lingual Word Representations: Induction and Evaluation EMNLP 2017
Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding EMNLP 2017
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components EMNLP 2017
Sequence Effects in Crowdsourced Annotations EMNLP 2017
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics EMNLP 2017
Learning Sentence Representation with Guidance of Human Attention IJCAI 2017
Semantic Features Based on Word Alignments for Estimating Quality of Text Simplification IJCNLP 2017
Geographical Evaluation of Word Embeddings IJCNLP 2017
Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion IJCNLP 2017
Deep Learning for Semantic Composition ACL 2017
Methodical Evaluation of Arabic Word Embeddings ACL 2017
The Language of Place: Semantic Value from Geospatial Context EACL 2017
Representations of language in a model of visually grounded speech signal ACL 2017
Learning to Explain Non-Standard English Words and Phrases IJCNLP 2017
Language-Independent Prediction of Psycholinguistic Properties of Words IJCNLP 2017
Building Large Chinese Corpus for Spoken Dialogue Research in Specific Domains IJCNLP 2017
Multilingual Training of Crosslingual Word Embeddings EACL 2017
Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings IJCNLP 2017