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This study proposes a Neural Attentive Bag-of-Entities model, which is a neural network model that performs text classification using entities in a knowledge base.
An Evaluation of Phrasal and Clustered Representations on a Text Categorization Task
David D. Lewis. 1992 · 1992
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NewsWeeder: Learning to Filter Netnews
Ken Lang. 1995 · 1995
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An Analysis of the Relative Hardness of Reuters-21578 Subsets: Research Articles
Franca Debole and Fabrizio Sebastiani. 2005 · 2005
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Overcoming the Brittleness Bottleneck using Wikipedia: Enhancing Text Categorization with Encyclopedic Knowledge
Evgeniy Gabrilovich and Shaul Markovitch. 2006 · 2006
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Computing Semantic Relatedness Using Wikipedia-Based Explicit Semantic Analysis
Evgeniy Gabrilovich and Shaul Markovitch. 2007 · 2007
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Wikify!: Linking Documents to Encyclopedic Knowledge
Rada Mihalcea and Andras Csomai. 2007 · 2007
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Text Categorization with Knowledge Transfer from Heterogeneous Data Sources
Rakesh Gupta and Lev Ratinov. 2008 · 2008
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Learning to Link with Wikipedia
David Milne and Ian H. Witten. 2008 · 2008
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Concept-Based Information Retrieval Using Explicit Semantic Analysis
Ofer Egozi, Shaul Markovitch, and Evgeniy Gabrilovich. 2011 · 2011
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Robust Disambiguation of Named Entities in Text
Johannes Hoffart, Mohamed Amir Yosef, Ilaria Bordino, Hagen Fürstenau, Manfred Pinkal, Marc Spaniol, Bilyana Taneva, Stefan Thater, and Gerhard Weikum. 2011 · 2011
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Local and Global Algorithms for Disambiguation to Wikipedia
Lev Ratinov, Dan Roth, Doug Downey, and Mike Anderson. 2011 · 2011
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Fast and Accurate Annotation of Short Texts with Wikipedia Pages
Paolo Ferragina and Ugo Scaiella. 2012 · 2012
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Relational Inference for Wikification
Xiao Cheng and Dan Roth. 2013 · 2013
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A Framework for Benchmarking Entity-annotation Systems
Marco Cornolti, Paolo Ferragina, and Massimiliano Ciaramita. 2013 · 2013
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Identifying Salient Entities in Web Pages
Michael Gamon, Tae Yano, Xinying Song, Johnson Apacible, and Patrick Pantel. 2013 · 2013
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To Link or Not to Link? A Study on End-to-End Tweet Entity Linking
Stephen Guo, Ming-Wei Chang, and Emre Kiciman. 2013 · 2013
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Efficient Estimation of Word Representations in Vector Space
Tomas Mikolov, Greg Corrado, Kai Chen, and Jeffrey Dean. 2013a · 2013
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UoM: Using Explicit Semantic Analysis for Classifying Sentiments
Sapna Negi and Michael Rosner. 2013 · 2013
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A New Entity Salience Task with Millions of Training Examples
Jesse Dunietz and Daniel Gillick. 2014 · 2014
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A Neural Network for Factoid Question Answering over Paragraphs
Mohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino, Richard Socher, and Hal Daumé III. 2014 · 2014
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Convolutional Neural Networks for Sentence Classification
Yoon Kim. 2014 · 2014
Bag-of-embeddings for Text Classification
Peng Jin, Yue Zhang, Xingyuan Chen, and Yunqing Xia. 2016 · 2016
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News Citation Recommendation with Implicit and Explicit Semantics
Hao Peng, Jing Liu, and Chin-Yew Lin. 2016 · 2016
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Bag-of-Entities Representation for Ranking
Chenyan Xiong, Jamie Callan, and Tie-Yan Liu. 2016 · 2016
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Full-Time Supervision based Bidirectional RNN for Factoid Question Answering
Dong Xu and Wu-Jun Li. 2016 · 2016
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Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation
Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, and Yoshiyasu Takefuji. 2016 · 2016
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Named Entity Disambiguation for Noisy Text
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Adam: A Method for Stochastic Optimization
Diederik Kingma and Jimmy Ba. 2014 · 2014
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Distributed Representations of Sentences and Documents
Quoc V Le and Tomas Mikolov. 2014 · 2014
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From TagME to WAT: A New Entity Annotator
Francesco Piccinno and Paolo Ferragina. 2014 · 2014
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Semi-supervised Sequence Learning
Andrew M Dai and Quoc V Le. 2015 · 2015
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Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, and Hal Daumé III. 2015 · 2015
Cited alongside, same era.
Topical Word Embeddings
Yang Liu, Zhiyuan Liu, Tat-Seng Chua, and Maosong Sun. 2015 · 2015
Cited alongside, same era.
Yotam Eshel, Noam Cohen, Kira Radinsky, Shaul Markovitch, Ikuya Yamada, and Omer Levy. 2017 · 2017
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Deep Joint Entity Disambiguation with Local Neural Attention
Octavian-Eugen Ganea and Thomas Hofmann. 2017 · 2017
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Bag of Tricks for Efficient Text Classification
Armand Joulin, Edouard Grave, Piotr Bojanowski, and Tomas Mikolov. 2017 · 2017
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Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar, Jose Camacho-Collados, Roberto Navigli, and Nigel Collier. 2017 · 2017
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Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification
Jin Wang, Zhongyuan Wang, Dawei Zhang, and Jun Yan. 2017 · 2017
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Learning Distributed Representations of Texts and Entities from Knowledge Base
Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, and Yoshiyasu Takefuji. 2017 · 2017
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Neural Collective Entity Linking
Yixin Cao, Lei Hou, Juanzi Li, and Zhiyuan Liu. 2018 · 2018
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End-to-End Neural Entity Linking
Nikolaos Kolitsas, Octavian-Eugen Ganea, and Thomas Hofmann. 2018 · 2018
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Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
Dinghan Shen, Guoyin Wang, Wenlin Wang, Martin Renqiang Min, Qinliang Su, Yizhe Zhang, Chunyuan Li, Ricardo Henao, and Lawrence Carin. 2018 · 2018
Later among the works it cites.