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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. 451

Interactive Topic Modeling

Machine Learning 2014-06 Yuening Hu,Jordan Boyd-Graber 573

Discovering Coherent Topics Using General Knowledge

CIKM 2013-09 Chen, Zhiyuan, et al 416

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

KDD 2014-08 Zhiyuan Chen,Bing Liu 309

Improving Topic Coherence with Regularized Topic Models

NIPS 2011-09 David Newman, Edwin V. Bonilla, Wray Buntine 307

A Biterm Topic Model for Short Texts

WWW 2013-05 Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Xueqi Cheng 1066

Optimizing Semantic Coherence in Topic Models

EMNLP 2011-07 David Mimno,Hanna M. Wallach 721

Hidden Topic Markov Models

AISTATS 2007-09 Amit Gruber,Michal Rosen-Zvi,Yair Weiss 467

Topic Modeling: Beyond Bag-of-Words

ICML 2006-09 Hanna M. Wallach 529

Syntactic Topic Models

NIPS 2009-09 Jordan Boyd-Graber,David Blei 523