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Incorporating Lexical Priors into Topic Models
Jagadeesh Jagarlamudi
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Hal Daumé III
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Raghavendra Udupa
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Paper Details:
Month: April
Year: 2012
Location: Avignon, France
Venue:
EACL |
Citations
URL
Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation
Kai Yang
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Yi Cai
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Zhenhong Chen
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Ho-fung Leung
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Raymond LAU
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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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A Sentiment-aligned Topic Model for Product Aspect Rating Prediction
Hao Wang
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Martin Ester
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TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering
Linmei Hu
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Juanzi Li
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Xiaoli Li
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Chao Shao
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Xuzhong Wang
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Drug Extraction from the Web: Summarizing Drug Experiences with Multi-Dimensional Topic Models
Michael J. Paul
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Mark Dredze
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Incorporating Word Correlation Knowledge into Topic Modeling
Pengtao Xie
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Diyi Yang
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Eric Xing
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A Bayesian Model for Joint Unsupervised Induction of Sentiment, Aspect and Discourse Representations
Angeliki Lazaridou
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Ivan Titov
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Caroline Sporleder
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Aspect Extraction with Automated Prior Knowledge Learning
Zhiyuan Chen
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Arjun Mukherjee
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Bing Liu
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Analyzing Positions and Topics in Political Discussions of the German Bundestag
Cäcilia Zirn
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Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums
Arti Ramesh
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Shachi H. Kumar
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James Foulds
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Lise Getoor
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Aspect-augmented Adversarial Networks for Domain Adaptation
Yuan Zhang
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Regina Barzilay
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Tommi Jaakkola
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Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge
Ryan J. Gallagher
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Kyle Reing
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David Kale
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Greg Ver Steeg
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Understanding MOOC Discussion Forums using Seeded LDA
Arti Ramesh
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Dan Goldwasser
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Bert Huang
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Hal Daumé
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Lise Getoor
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Detecting Health Related Discussions in Everyday Telephone Conversations for Studying Medical Events in the Lives of Older Adults
Golnar Sheikhshab
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Izhak Shafran
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Jeffrey Kaye
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Unsupervised Document Classification with Informed Topic Models
Timothy Miller
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Dmitriy Dligach
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Guergana Savova
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http://pages.cs.wisc.edu/andrzeje/research/df
Field Of Study
Task
Word Sense Disambiguation
Approach
Topic Modeling
Language
English
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