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Text Representation

2,258 papers

Papers per year

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Papers

Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018
Quantum-Inspired Complex Word Embedding ACL 2018
Natural Language Inference with Definition Embedding Considering Context On the Fly ACL 2018
Comparison of Representations of Named Entities for Document Classification ACL 2018
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018
Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline ACL 2018
WordNet Embeddings ACL 2018
Learning Distributional Token Representations from Visual Features ACL 2018
Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018
Mixed Membership Word Embeddings for Computational Social Science AISTATS 2018
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources COLING 2018
Joint Learning from Labeled and Unlabeled Data for Information Retrieval COLING 2018
Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse COLING 2018
Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings COLING 2018
Relation Induction in Word Embeddings Revisited COLING 2018
Learning Word Meta-Embeddings by Autoencoding COLING 2018
GenSense: A Generalized Sense Retrofitting Model COLING 2018
Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types COLING 2018
Assessing Composition in Sentence Vector Representations COLING 2018
Enhancing Sentence Embedding with Generalized Pooling COLING 2018
Using Word Embeddings for Unsupervised Acronym Disambiguation COLING 2018
What’s in Your Embedding, And How It Predicts Task Performance COLING 2018
Neural Activation Semantic Models: Computational lexical semantic models of localized neural activations COLING 2018
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level COLING 2018