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Community Evaluation and Exchange of Word Vectors at wordvectors.org
Manaal Faruqui
|
Chris Dyer
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Paper Details:
Month: June
Year: 2014
Location: Baltimore, Maryland
Venue:
ACL |
Citations
URL
Evaluation methods for unsupervised word embeddings
Tobias Schnabel
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Igor Labutov
|
David Mimno
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Thorsten Joachims
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Online Learning of Interpretable Word Embeddings
Hongyin Luo
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Zhiyuan Liu
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Huanbo Luan
|
Maosong Sun
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Evaluation of Word Vector Representations by Subspace Alignment
Yulia Tsvetkov
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Manaal Faruqui
|
Wang Ling
|
Guillaume Lample
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Chris Dyer
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VecShare: A Framework for Sharing Word Representation Vectors
Jared Fernandez
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Zhaocheng Yu
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Doug Downey
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Efficient, Compositional, Order-sensitive n-gram Embeddings
Adam Poliak
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Pushpendre Rastogi
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M. Patrick Martin
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Benjamin Van Durme
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Towards Lower Bounds on Number of Dimensions for Word Embeddings
Kevin Patel
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Pushpak Bhattacharyya
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B2SG: a TOEFL-like Task for Portuguese
Rodrigo Wilkens
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Leonardo Zilio
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Eduardo Ferreira
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Aline Villavicencio
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Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster
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Ivan Titov
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Gertjan van Noord
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Deep Generative Model for Joint Alignment and Word Representation
Miguel Rios
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Wilker Aziz
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Khalil Sima’an
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Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing
Maria Barrett
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Ana Valeria González-Garduño
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Lea Frermann
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Anders Søgaard
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Towards Qualitative Word Embeddings Evaluation: Measuring Neighbors Variation
Bénédicte Pierrejean
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Ludovic Tanguy
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Roleo: Visualising Thematic Fit Spaces on the Web
Asad Sayeed
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Xudong Hong
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Vera Demberg
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A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
Mikhail Khodak
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Nikunj Saunshi
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Yingyu Liang
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Tengyu Ma
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Brandon Stewart
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Sanjeev Arora
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Batch IS NOT Heavy: Learning Word Representations From All Samples
Xin Xin
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Fajie Yuan
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Xiangnan He
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Joemon M. Jose
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Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets
Rotem Dror
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Gili Baumer
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Marina Bogomolov
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Roi Reichart
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Evaluating distributed word representations for capturing semantics of biomedical concepts
Muneeb TH
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Sunil Sahu
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Ashish Anand
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Enriching Wikidata with Frame Semantics
Hatem Mousselly-Sergieh
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Iryna Gurevych
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Sparsifying Word Representations for Deep Unordered Sentence Modeling
Prasanna Sattigeri
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Jayaraman J. Thiagarajan
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Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance
Billy Chiu
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Anna Korhonen
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Sampo Pyysalo
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Evaluating Word Embeddings Using a Representative Suite of Practical Tasks
Neha Nayak
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Gabor Angeli
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Christopher D. Manning
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Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Manaal Faruqui
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Yulia Tsvetkov
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Pushpendre Rastogi
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Chris Dyer
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Correlation-based Intrinsic Evaluation of Word Vector Representations
Yulia Tsvetkov
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Manaal Faruqui
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Chris Dyer
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Fully Delexicalized Contexts for Syntax-Based Word Embeddings
Jenna Kanerva
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Sampo Pyysalo
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Filip Ginter
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An Exploration of Word Embedding Initialization in Deep-Learning Tasks
Tom Kocmi
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Ondřej Bojar
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Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models
Avery Hiebert
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Cole Peterson
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Alona Fyshe
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Nishant Mehta
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Affordance Extraction and Inference based on Semantic Role Labeling
Daniel Loureiro
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Alípio Jorge
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http://www.cs.technion.ac.il/
http://alfonseca.org/eng/research/
http://tx.technion.ac.il/
http://www2.mta.ac.il/
http://clic.cimec.unitn.it/
http://wacky.sslmit.unibo.it/doku
http://www-nlp.stanford.edu/
http://homepage.tudelft.nl/19j49/
http://metaoptimize.com/projects/
http://ronan.collobert.com/senna/
http://rnnlm.org/
http://nlp.stanford.edu/
https://code.google.com/p/word2vec/
http://cs.cmu.edu/
http://aclweb.org/aclwiki/index.php?
https://www.gnu.org/copyleft/gpl.html
https://creativecommons.org/licenses/
Field Of Study
Linguistic Trends
Lexical Semantics
Distributional Semantics
Embeddings
Task
Chunking
Named Entity Recognition
Semantic Similarity
Sentiment Analysis
ASR
Approach
Semi-supervised Learning
Language
Multilingual
English
Dataset
News
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