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Embedding Learning

3,753 papers

Papers per year

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Papers

Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm EACL 2017
Multilingual Training of Crosslingual Word Embeddings EACL 2017
Building Lexical Vector Representations from Concept Definitions EACL 2017
Cross-Lingual Word Embeddings for Low-Resource Language Modeling EACL 2017
Distributed Document and Phrase Co-embeddings for Descriptive Clustering EACL 2017
Analyzing Semantic Change in Japanese Loanwords EACL 2017
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors EACL 2017
The Language of Place: Semantic Value from Geospatial Context EACL 2017
Using the Output Embedding to Improve Language Models EACL 2017
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources EACL 2017
Large-scale evaluation of dependency-based DSMs: Are they worth the effort? EACL 2017
How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis EACL 2017
Measuring Topic Coherence through Optimal Word Buckets EACL 2017
Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization EACL 2017
Efficient, Compositional, Order-sensitive n-gram Embeddings EACL 2017
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement EACL 2017
Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language EACL 2017
Bootstrapping Unsupervised Bilingual Lexicon Induction EACL 2017
Continuous multilinguality with language vectors EACL 2017
Learning User Embeddings from Emails EACL 2017
Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit EACL 2017
Bib2vec: Embedding-based Search System for Bibliographic Information EACL 2017
Mimicking Word Embeddings using Subword RNNs EMNLP 2017
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks EMNLP 2017
Hierarchical Embeddings for Hypernymy Detection and Directionality EMNLP 2017