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Text Representation

2,258 papers

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Papers

VecShare: A Framework for Sharing Word Representation Vectors EMNLP 2017
Word Re-Embedding via Manifold Dimensionality Retention EMNLP 2017
Incremental Skip-gram Model with Negative Sampling EMNLP 2017
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations EMNLP 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017
A Sub-Character Architecture for Korean Language Processing EMNLP 2017
Word-Context Character Embeddings for Chinese Word Segmentation EMNLP 2017
Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017
Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017
A Continuously Growing Dataset of Sentential Paraphrases EMNLP 2017
Exploring Vector Spaces for Semantic Relations EMNLP 2017
Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants EMNLP 2017
Adapting Topic Models using Lexical Associations with Tree Priors EMNLP 2017
Demographic-aware word associations EMNLP 2017
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017
Topic Signatures in Political Campaign Speeches EMNLP 2017
Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings EMNLP 2017
Learning Language Representations for Typology Prediction EMNLP 2017
Sequence Effects in Crowdsourced Annotations EMNLP 2017
The strange geometry of skip-gram with negative sampling EMNLP 2017
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps EMNLP 2017
The NLTK FrameNet API: Designing for Discoverability with a Rich Linguistic Resource EMNLP 2017
SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation EMNLP 2017
Acquisition, Representation and Usage of Conceptual Hierarchies EMNLP 2017