David Newman
10 papers · 2006–2014 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌟
Keyword Trendsetter Combo
(3)
🌱
Topic Pioneer
💎
Century Club
(10)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
NIPS (3)
COLING (2)
EACL (2)
ACL (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
topic model
(4)
latent dirichlet allocation
(3)
bayesian inference
(2)
topic modeling
(2)
variational inference
(2)
gibbs sampling
(2)
variational bayesian
(1)
hierarchical bayesian
(1)
variational bayesian inference
(1)
collapsed variational inference
(1)
distributed inference
(1)
hierarchical dirichlet process
(1)
distributed gibbs sampling
(1)
topic coherence
(1)
semantic themes
(1)
bayesian network
(1)
probabilistic model
(1)
distributed algorithm
(1)
structured prior
(1)
probabilistic modeling
(1)
Papers
Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality
EACL 2014
Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction
COLING 2012
Word Sense Induction for Novel Sense Detection
EACL 2012
Improving Topic Coherence with Regularized Topic Models
NIPS 2011
Automatic Labelling of Topic Models
ACL 2011
Automatic Evaluation of Topic Coherence
NAACL 2010
Best Topic Word Selection for Topic Labelling
COLING 2010
Distributed Algorithms for Topic Models
JMLR 2009
Distributed Inference for Latent Dirichlet Allocation
NIPS 2007
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation
NIPS 2006