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An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation
Jey Han Lau
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Timothy Baldwin
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Paper Details:
Month: August
Year: 2016
Location: Berlin, Germany
Venue:
Rep4NLP |
WS |
SIG: SIGREP
Citations
URL
Automatic Labelling of Topics with Neural Embeddings
Shraey Bhatia
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Jey Han Lau
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Timothy Baldwin
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Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information
Dirk Hovy
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Tommaso Fornaciari
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Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting
Dirk Hovy
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Christoph Purschke
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Cross-Lingual Word Embeddings for Low-Resource Language Modeling
Oliver Adams
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Adam Makarucha
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Graham Neubig
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Steven Bird
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Trevor Cohn
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Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
Kamil Bennani-Smires
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Claudiu Musat
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Andreea Hossmann
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Michael Baeriswyl
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Martin Jaggi
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SEF@UHH at SemEval-2017 Task 1: Unsupervised Knowledge-Free Semantic Textual Similarity via Paragraph Vector
Mirela-Stefania Duma
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Wolfgang Menzel
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A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions
Navnita Nandakumar
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Bahar Salehi
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Timothy Baldwin
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Decoupling Encoder and Decoder Networks for Abstractive Document Summarization
Ying Xu
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Jey Han Lau
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Timothy Baldwin
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Trevor Cohn
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Binary Paragraph Vectors
Karol Grzegorczyk
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Marcin Kurdziel
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A study of N-gram and Embedding Representations for Native Language Identification
Sowmya Vajjala
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Sagnik Banerjee
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The Social and the Neural Network: How to Make Natural Language Processing about People again
Dirk Hovy
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Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata
Steven Xu
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Andrew Bennett
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Doris Hoogeveen
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Jey Han Lau
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Timothy Baldwin
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https://radimrehurek.com/gensim/
https://github.com/piskvorky/gensim/blob/
https://groups.google.com/forum/#!topic/
https://groups.google.com/
https://github.com/attardi/
https://code.google.com/archive/p/word2vec/
https://github.com/jhlau/doc2vec
Field Of Study
Linguistic Trends
Embeddings
Task
Sentiment Analysis
Machine Translation
Language
English
Dataset
News
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