Text Representation

ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia SemEval 2018 Embedding Learning Through Multilingual Concept Induction ACL 2018 Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level COLING 2018 Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse COLING 2018 Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies IJCAI 2018 Enhancing Sentence Embedding with Generalized Pooling COLING 2018 Enhancing Universal Dependencies for Korean EMNLP 2018 Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018 Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing EMNLP 2018 Evaluating bilingual word embeddings on the long tail NAACL 2018 Exploring word embeddings and phonological similarity for the unsupervised correction of language learner errors COLING 2018 Extended and Enhanced Polish Dependency Bank in Universal Dependencies Format EMNLP 2018 Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018 Fast Derivation of Cross-lingual Document Vectors from Self-attentive Neural Machine Translation Model Interspeech 2018 Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering EMNLP 2018 Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018 FRAGE: Frequency-Agnostic Word Representation NeurIPS 2018 From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018 From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources COLING 2018 Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings NAACL 2018 Generalizing Word Embeddings using Bag of Subwords EMNLP 2018 GenSense: A Generalized Sense Retrofitting Model COLING 2018 GHH at SemEval-2018 Task 10: Discovering Discriminative Attributes in Distributional Semantics SemEval 2018 GNEG: Graph-Based Negative Sampling for word2vec ACL 2018 Graph-based Filtering of Out-of-Vocabulary Words for Encoder-Decoder Models ACL 2018