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CTM -- A Model for Large-Scale Multi-View Tweet Topic Classification


May 03, 2022
Vivek Kulkarni , Kenny Leung , Aria Haghighi

* 12 pages. 1 figure. NAACL Industry Track 

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LMSOC: An Approach for Socially Sensitive Pretraining


Oct 20, 2021
Vivek Kulkarni , Shubhanshu Mishra , Aria Haghighi

* Camera ready version. Accepted to EMNLP 2021 Findings. Code for reproducing the experiments can be found at: https://github.com/twitter-research/lmsoc 

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Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs


Oct 04, 2021
Beatriz Soret , Lam D. Nguyen , Jan Seeger , Arne Bröring , Chaouki Ben Issaid , Sumudu Samarakoon , Anis El Gabli , Vivek Kulkarni , Mehdi Bennis , Petar Popovski

* Submitted to publication, 31 pages, 9 figures 

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TopicBERT for Energy Efficient Document Classification


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

* 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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