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BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation

5 August 2020

Christopher G. Brinton

Jun Luo

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Papers citing "BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation"

22 / 22 papers shown

Title
Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters Qiong Wu Zhenming Liu VLM 23 3 0 28 Oct 2020
Top2Vec: Distributed Representations of Topics D. Angelov 73 347 0 19 Aug 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,226 0 27 Aug 2019
Adaptive Reduced Rank Regression Qiong Wu F. M. F. Wong Zhenming Liu Jun Luo Varun Kanade 31 9 0 28 May 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 123 421 0 05 Apr 2019
Improving Topic Models with Latent Feature Word Representations Dat Quoc Nguyen R. Billingsley Lan Du Mark Johnson 64 343 0 15 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Text Segmentation as a Supervised Learning Task Omri Koshorek Adir Cohen Noam Mor Michael Rotman Jonathan Berant 41 144 0 25 Mar 2018
From which world is your graph? Cheng Li F. M. F. Wong Zhenming Liu Varun Kanade 34 6 0 03 Nov 2017
Topic Modeling based on Keywords and Context Johannes Schneider 33 19 0 07 Oct 2017
MetaLDA: a Topic Model that Efficiently Incorporates Meta information He Zhao Lan Du Wray Buntine Gang Liu 82 46 0 19 Sep 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 121 909 0 01 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 132,199 0 12 Jun 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 84 635 0 29 Apr 2017
Dynamic Word Embeddings for Evolving Semantic Discovery Zijun Yao Yifan Sun Weicong Ding Nikhil S. Rao Hui Xiong AI4TS 57 223 0 02 Mar 2017
Topic Modeling over Short Texts by Incorporating Word Embeddings Jipeng Qiang Ping Chen Tong Wang Xindong Wu BDL 49 106 0 27 Sep 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel Tai Qin Karl Rohe 129 303 0 16 Sep 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,512 0 16 Jan 2013
Pseudo-likelihood methods for community detection in large sparse networks Arash A. Amini Aiyou Chen Peter J. Bickel Elizaveta Levina 218 408 0 10 Jul 2012
Co-clustering for directed graphs: the Stochastic co-Blockmodel and spectral algorithm Di-Sim Karl Rohe Tai Qin Bin Yu 98 37 0 10 Apr 2012
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,537 0 01 Nov 2007