Text Representation

What’s in Your Embedding, And How It Predicts Task Performance COLING 2018 What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018 WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018 Word Embeddings for Code-Mixed Language Processing EMNLP 2018 Word-like character n-gram embedding EMNLP 2018 WordNet Embeddings ACL 2018 YEDDA: A Lightweight Collaborative Text Span Annotation Tool ACL 2018 A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding IJCNLP 2017 A Continuously Growing Dataset of Sentential Paraphrases EMNLP 2017 Acquisition, Representation and Usage of Conceptual Hierarchies EMNLP 2017 Adapting Topic Models using Lexical Associations with Tree Priors EMNLP 2017 Adaptive Semantic Compositionality for Sentence Modelling IJCAI 2017 A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017 A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really? EACL 2017 Analyzing Semantic Change in Japanese Loanwords EACL 2017 An Artificial Language Evaluation of Distributional Semantic Models CoNLL 2017 A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017 A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017 A Sub-Character Architecture for Korean Language Processing EMNLP 2017 Automatic Selection of Context Configurations for Improved Class-Specific Word Representations CoNLL 2017 A Variational Autoencoding Approach for Inducing Cross-lingual Word Embeddings IJCAI 2017 A Word Embeddings Informed Focused Topic Model ACML 2017 BabelDomains: Large-Scale Domain Labeling of Lexical Resources EACL 2017 Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations EACL 2017 Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora IJCNLP 2017