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Gaussian LDA for Topic Models with Word Embeddings
Rajarshi Das
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Manzil Zaheer
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Chris Dyer
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Paper Details:
Month: July
Year: 2015
Location: Beijing, China
Venue:
ACL |
IJCNLP |
Citations
URL
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs
Ximing Li
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Jinjin Chi
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Changchun Li
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Jihong Ouyang
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Bo Fu
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SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations
Dheeraj Mekala
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Vivek Gupta
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Bhargavi Paranjape
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Harish Karnick
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Topic Memory Networks for Short Text Classification
Jichuan Zeng
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Jing Li
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Yan Song
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Cuiyun Gao
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Michael R. Lyu
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Irwin King
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Unsupervised Dialogue Act Induction using Gaussian Mixtures
Tomáš Brychcín
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Pavel Král
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ES-LDA: Entity Summarization using Knowledge-based Topic Modeling
Seyedamin Pouriyeh
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Mehdi Allahyari
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Krzysztof Kochut
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Gong Cheng
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Hamid Reza Arabnia
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Hyperspherical Query Likelihood Models with Word Embeddings
Ryo Masumura
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Taichi Asami
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Hirokazu Masataki
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Kugatsu Sadamitsu
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Kyosuke Nishida
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Ryuichiro Higashinaka
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Entity-balanced Gaussian pLSA for Automated Comparison
Danish Contractor
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Parag Singla
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Mausam
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Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
Mohit Iyyer
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Anupam Guha
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Snigdha Chaturvedi
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Jordan Boyd-Graber
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Hal Daumé III
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Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
Pankaj Gupta
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Subburam Rajaram
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Hinrich Schütze
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Bernt Andrassy
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Generative Topic Embedding: a Continuous Representation of Documents
Shaohua Li
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Tat-Seng Chua
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Jun Zhu
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Chunyan Miao
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A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings
Weihua Hu
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Jun’ichi Tsujii
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Nonparametric Spherical Topic Modeling with Word Embeddings
Kayhan Batmanghelich
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Ardavan Saeedi
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Karthik Narasimhan
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Sam Gershman
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Neural Models for Documents with Metadata
Dallas Card
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Chenhao Tan
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Noah A. Smith
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Neural Sparse Topical Coding
Min Peng
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Qianqian Xie
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Yanchun Zhang
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Hua Wang
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Xiuzhen Zhang
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Jimin Huang
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Gang Tian
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https://code.google.com/p/word2vec/
http://qwone.com/
http://www.cs.nyu.edu/
http://www.cis.upenn.edu/
Field Of Study
Linguistic Trends
Embeddings
Task
Tagging
Paraphrasing
Approach
Topic Modeling
Semi-supervised Learning
Unsupervised Learning
Language
English
Dataset
News
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