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TopicBERT for Energy Efficient Document Classification

Oct 15, 2020
Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas Runkler, Hinrich SchĂĽtze

* EMNLP2020 (Findings): 9 pages, 5 figures, 8 Tables 

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DialectGram: Detecting Dialectal Variation at Multiple Geographic Resolutions

Oct 16, 2019
Hang Jiang, Haoshen Hong, Yuxing Chen, Vivek Kulkarni

* Proceedings of the Society for Computation in Linguistics, 2020 
* Hang Jiang, Haoshen Hong, and Yuxing Chen are equal contributors 

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DialectGram: Automatic Detection of Dialectal Variation at Multiple Geographic Resolutions

Oct 04, 2019
Hang Jiang, Haoshen Hong, Yuxing Chen, Vivek Kulkarni

* Proceedings of the Society for Computation in Linguistics, 2020 
* Hang Jiang, Haoshen Hong, and Yuxing Chen are equal contributors 

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What Should I Ask? Using Conversationally Informative Rewards for Goal-Oriented Visual Dialog

Jul 28, 2019
Pushkar Shukla, Carlos Elmadjian, Richika Sharan, Vivek Kulkarni, Matthew Turk, William Yang Wang

* Accepted to ACL 2019 

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TWEETQA: A Social Media Focused Question Answering Dataset

Jul 14, 2019
Wenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

* ACL 2019 

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MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings

Nov 01, 2018
Hao Yu, Vivek Kulkarni, William Wang


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DOLORES: Deep Contextualized Knowledge Graph Embeddings

Oct 31, 2018
Haoyu Wang, Vivek Kulkarni, William Yang Wang

* 10 pages, 6 figures 

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Multi-view Models for Political Ideology Detection of News Articles

Sep 10, 2018
Vivek Kulkarni, Junting Ye, Steven Skiena, William Yang Wang

* 10 pages. EMNLP 2018. Added copyright statement stating this is authors draft (also noticed and fixed issue with citation (spacing and readability)) 

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Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media

Apr 11, 2018
Mai ElSherief, Vivek Kulkarni, Dana Nguyen, William Yang Wang, Elizabeth Belding

* 10 pages, 7 figures. ICWSM-2018 accepted 

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Simple Models for Word Formation in English Slang

Apr 07, 2018
Vivek Kulkarni, William Yang Wang

* 10 pages, 5 figures, 6 tables. Accepted at NAACL HLT 2018 

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TFW, DamnGina, Juvie, and Hotsie-Totsie: On the Linguistic and Social Aspects of Internet Slang

Dec 22, 2017
Vivek Kulkarni, William Yang Wang

* 10 pages, 11 figures,4 tables 

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Latent Human Traits in the Language of Social Media: An Open-Vocabulary Approach

May 22, 2017
Vivek Kulkarni, Margaret L. Kern, David Stillwell, Michal Kosinski, Sandra Matz, Lyle Ungar, Steven Skiena, H. Andrew Schwartz

* In submission to PLOS One 

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Data Centroid Based Multi-Level Fuzzy Min-Max Neural Network

Dec 20, 2016
Shraddha Deshmukh, Sagar Gandhi, Pratap Sanap, Vivek Kulkarni

* This paper has been withdrawn by the author due to crucial evidence that the similar work has already been published 

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Domain Adaptation for Named Entity Recognition in Online Media with Word Embeddings

Dec 01, 2016
Vivek Kulkarni, Yashar Mehdad, Troy Chevalier

* 12 pages, 3 figures, 8 tables arxiv preprint 

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On the Convergent Properties of Word Embedding Methods

May 12, 2016
Yingtao Tian, Vivek Kulkarni, Bryan Perozzi, Steven Skiena

* RepEval @ ACL 2016 

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Theano: A Python framework for fast computation of mathematical expressions

May 09, 2016
The Theano Development Team, Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermueller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, Yoshua Bengio, Arnaud Bergeron, James Bergstra, Valentin Bisson, Josh Bleecher Snyder, Nicolas Bouchard, Nicolas Boulanger-Lewandowski, Xavier Bouthillier, Alexandre de Brébisson, Olivier Breuleux, Pierre-Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Mélanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian Goodfellow, Matt Graham, Caglar Gulcehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Balázs Hidasi, Sina Honari, Arjun Jain, Sébastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, César Laurent, Sean Lee, Simon Lefrancois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert T. McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, François Savard, Jan Schlüter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, Étienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, Jérémie Tanguay, Gijs van Tulder, Joseph Turian, Sebastian Urban, Pascal Vincent, Francesco Visin, Harm de Vries, David Warde-Farley, Dustin J. Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, Ying Zhang

* 19 pages, 5 figures 

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Freshman or Fresher? Quantifying the Geographic Variation of Internet Language

Mar 07, 2016
Vivek Kulkarni, Bryan Perozzi, Steven Skiena

* 11 pages (updated submission) 

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To Drop or Not to Drop: Robustness, Consistency and Differential Privacy Properties of Dropout

Mar 06, 2015
Prateek Jain, Vivek Kulkarni, Abhradeep Thakurta, Oliver Williams

* Currently under review for ICML 2015 

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Statistically Significant Detection of Linguistic Change

Nov 12, 2014
Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena

* 11 pages, 7 figures, 4 tables 

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POLYGLOT-NER: Massive Multilingual Named Entity Recognition

Oct 14, 2014
Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena

* 9 pages, 4 figures, 5 tables 

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Inducing Language Networks from Continuous Space Word Representations

Jun 27, 2014
Bryan Perozzi, Rami Al-Rfou, Vivek Kulkarni, Steven Skiena

* 14 pages 

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Exploring the power of GPU's for training Polyglot language models

Apr 15, 2014
Vivek Kulkarni, Rami Al-Rfou', Bryan Perozzi, Steven Skiena

* version 2 (just corrected citation) 

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