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Exploring Topic Coherence over Many Models and Many Topics
Keith Stevens
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Philip Kegelmeyer
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David Andrzejewski
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David Buttler
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Paper Details:
Month: July
Year: 2012
Location: Jeju Island, Korea
Venue:
CoNLL |
EMNLP |
Citations
URL
Exploiting Domain Knowledge in Aspect Extraction
Zhiyuan Chen
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Arjun Mukherjee
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Bing Liu
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Meichun Hsu
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Malu Castellanos
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Riddhiman Ghosh
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Topic Signatures in Political Campaign Speeches
Clément Gautrais
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Peggy Cellier
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René Quiniou
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Alexandre Termier
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Distributional Lexical Entailment by Topic Coherence
Laura Rimell
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Measuring the Similarity between Automatically Generated Topics
Nikolaos Aletras
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Mark Stevenson
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Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?
Romain Deveaud
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Eric SanJuan
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Patrice Bellot
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User Based Aggregation for Biterm Topic Model
Weizheng Chen
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Jinpeng Wang
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Yan Zhang
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Hongfei Yan
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Xiaoming Li
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Learning Text Pair Similarity with Context-sensitive Autoencoders
Hadi Amiri
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Philip Resnik
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Jordan Boyd-Graber
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Hal Daumé III
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evision PDF of 'Improving Topic Models with Latent Feature Word Representations
Dat Quoc Nguyen
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Richard Billingsley
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Lan Du
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Mark Johnson
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Detecting Cross-Cultural Differences Using a Multilingual Topic Model
E.D. Gutiérrez
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Ekaterina Shutova
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Patricia Lichtenstein
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Gerard de Melo
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Luca Gilardi
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Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling
Dat Quoc Nguyen
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Kairit Sirts
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Mark Johnson
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Unsupervised Learning of Coherent and General Semantic Classes for Entity Aggregates
Henry Anaya-Sánchez
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Anselmo Peñas
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A Method of Accounting Bigrams in Topic Models
Michael Nokel
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Natalia Loukachevitch
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Topic Models: Accounting Component Structure of Bigrams
Michael Nokel
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Natalia Loukachevitch
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http://mallet.cs.umass.edu/
https://github.com/fozziethebeat/S-Space
http://incubator.apache.org/opennlp/
https://github.com/fozziethebeat/TopicModelComparison
Field Of Study
Linguistic Trends
Discourse
Distributional Semantics
Task
Semantic Similarity
Information Retrieval
Summarization
Language
English
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