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LDA论文合辑及论文笔记列表

Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA

CoNLL 2015-09 MLA Felt, Paul, et al. 420

Interactive Topic Modeling

Machine Learning 2014-06 Yuening Hu,Jordan Boyd-Graber 520

Discovering Coherent Topics Using General Knowledge

CIKM 2013-09 Chen, Zhiyuan, et al 377

Mining Topics in Documents: Standing on the Shoulders of Big Data

KDD 2014-08 Zhiyuan Chen,Bing Liu 281

Improving Topic Coherence with Regularized Topic Models

NIPS 2011-09 David Newman, Edwin V. Bonilla, Wray Buntine 278

A Biterm Topic Model for Short Texts

WWW 2013-05 Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Xueqi Cheng 882

Optimizing Semantic Coherence in Topic Models

EMNLP 2011-07 David Mimno,Hanna M. Wallach 589

Hidden Topic Markov Models

AISTATS 2007-09 Amit Gruber,Michal Rosen-Zvi,Yair Weiss 445

Topic Modeling: Beyond Bag-of-Words

ICML 2006-09 Hanna M. Wallach 486

Syntactic Topic Models

NIPS 2009-09 Jordan Boyd-Graber,David Blei 470