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Text Representation

2246 directly classified papers

Papers per year

Papers

Relation Induction in Word Embeddings Revisited COLING 2018
The ACL Anthology: Current State and Future Directions ACL 2018
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018
An Arabic Morphological Analyzer and Generator with Copious Features EMNLP 2018
Unsupervised Learning of Style-sensitive Word Vectors ACL 2018
Unsupervised Learning of Distributional Relation Vectors ACL 2018
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors ACL 2018
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines NAACL 2018
Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation? NAACL 2018
Stop Word Lists in Free Open-source Software Packages ACL 2018
Are BLEU and Meaning Representation in Opposition? ACL 2018
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations ACL 2018
Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction NAACL 2018
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP 2018
Content-Based Citation Recommendation NAACL 2018
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search ACL 2018
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ACL 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates ACL 2018
Automatic Focus Annotation: Bringing Formal Pragmatics Alive in Analyzing the Information Structure of Authentic Data NAACL 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces NIPS 2018
Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model IJCAI 2018
On the Dimensionality of Word Embedding NIPS 2018
FRAGE: Frequency-Agnostic Word Representation NIPS 2018
Improving Information Extraction from Images with Learned Semantic Models IJCAI 2018
STACC, OOV Density and N-gram Saturation: Vicomtech’s Participation in the WMT 2018 Shared Task on Parallel Corpus Filtering EMNLP 2018