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Text Representation

2246 directly classified papers

Papers per year

Papers

Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings ACL 2017
On Modeling Sense Relatedness in Multi-prototype Word Embedding IJCNLP 2017
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding IJCNLP 2017
Generating flexible proper name references in text: Data, models and evaluation EACL 2017
Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit EACL 2017
Efficient, Compositional, Order-sensitive n-gram Embeddings EACL 2017
Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization EACL 2017
RUFINO at SemEval-2017 Task 2: Cross-lingual lexical similarity by extending PMI and word embeddings systems with a Swadesh’s-like list SEMEVAL 2017
QLUT at SemEval-2017 Task 1: Semantic Textual Similarity Based on Word Embeddings SEMEVAL 2017
QLUT at SemEval-2017 Task 2: Word Similarity Based on Word Embedding and Knowledge Base SEMEVAL 2017
L2F/INESC-ID at SemEval-2017 Tasks 1 and 2: Lexical and semantic features in word and textual similarity SEMEVAL 2017
LSIS at SemEval-2017 Task 4: Using Adapted Sentiment Similarity Seed Words For English and Arabic Tweet Polarity Classification SEMEVAL 2017
Acquisition, Representation and Usage of Conceptual Hierarchies EMNLP 2017
SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation EMNLP 2017
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps EMNLP 2017
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases EACL 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
Adapting Topic Models using Lexical Associations with Tree Priors EMNLP 2017
Exploring Vector Spaces for Semantic Relations EMNLP 2017
A Continuously Growing Dataset of Sentential Paraphrases EMNLP 2017
Word Re-Embedding via Manifold Dimensionality Retention EMNLP 2017
Decoding with Finite-State Transducers on GPUs EACL 2017
High-risk learning: acquiring new word vectors from tiny data EMNLP 2017
Distributed Document and Phrase Co-embeddings for Descriptive Clustering EACL 2017