Deep learning for sentiment analysis: successful approaches and future challenges
作者： Duyu Tang , Bing Qin , Ting Liu
DOI: 10.1002/WIDM.1171
关键词:
摘要: … In this part, we briefly talk about how to implement deep learning (neural network) approaches for the beginners in this area. Let us take the hybrid prediction model in Figure 1 as an …
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Andriy Mnih, Geoffrey Hinton, Three new graphical models for statistical language modelling international conference on machine learning. pp. 641- 648 ,(2007) , 10.1145/1273496.1273577
Leonid Velikovich, Kerry Hannan, Sasha Blair-Goldensohn, Ryan McDonald, The viability of web-derived polarity lexicons north american chapter of the association for computational linguistics. pp. 777- 785 ,(2010)
Andriy Mnih, Koray Kavukcuoglu, Learning word embeddings efficiently with noise-contrastive estimation neural information processing systems. ,vol. 26, pp. 2265- 2273 ,(2013)
Noah A. Smith, Linguistic Structure Prediction ,(2011)
Janyce Wiebe, Rada Mihalcea, Word Sense and Subjectivity meeting of the association for computational linguistics. pp. 1065- 1072 ,(2006) , 10.3115/1220175.1220309
Geoffrey E Hinton, Ruslan R Salakhutdinov, Reducing the Dimensionality of Data with Neural Networks Science. ,vol. 313, pp. 504- 507 ,(2006) , 10.1126/SCIENCE.1127647
Andrea Esuli, Fabrizio Sebastiani, Determining the semantic orientation of terms through gloss classification Proceedings of the 14th ACM international conference on Information and knowledge management - CIKM '05. pp. 617- 624 ,(2005) , 10.1145/1099554.1099713
Claire Cardie, Eric Breck, Yejin Choi, Identifying expressions of opinion in context international joint conference on artificial intelligence. pp. 2683- 2688 ,(2007)
Bing Liu, Sentiment Analysis and Opinion Mining ,(2012)
Mike Thelwall, Georgios Paltoglou, A Study of Information Retrieval Weighting Schemes for Sentiment Analysis meeting of the association for computational linguistics. pp. 1386- 1395 ,(2010)