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Text Representation

2246 directly classified papers

Papers per year

Papers

Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline ACL 2018
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018
Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018
CL Scholar: The ACL Anthology Knowledge Graph Miner NAACL 2018
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations NAACL 2018
Guiding Neural Machine Translation with Retrieved Translation Pieces NAACL 2018
Robust Cross-Lingual Hypernymy Detection Using Dependency Context NAACL 2018
Deep Dirichlet Multinomial Regression NAACL 2018
OneStopEnglish corpus: A new corpus for automatic readability assessment and text simplification NAACL 2018
Efficient Generation and Processing of Word Co-occurrence Networks Using corpus2graph NAACL 2018
Are Automatic Methods for Cognate Detection Good Enough for Phylogenetic Reconstruction in Historical Linguistics? NAACL 2018
Learning Semantic Sentence Embeddings using Pair-wise Discriminator COLING 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources NAACL 2018
Improving Information Extraction from Images with Learned Semantic Models IJCAI 2018
WordNet Embeddings ACL 2018
Subword-level Word Vector Representations for Korean ACL 2018
Embedding Learning Through Multilingual Concept Induction ACL 2018
Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking COLING 2018
Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types COLING 2018
Using Embeddings to Compare FrameNet Frames Across Languages COLING 2018
Using Word Embeddings for Unsupervised Acronym Disambiguation COLING 2018
Contemporary Amharic Corpus: Automatically Morpho-Syntactically Tagged Amharic Corpus COLING 2018
Exploring word embeddings and phonological similarity for the unsupervised correction of language learner errors COLING 2018
Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model IJCAI 2018