Publications

Refereed Conference/Workshop Publications

  • P-SIF: Document Embeddings using Partition Averaging
    Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai, Partha Talukdar
    Accepted to appear at AAAI 2020 [Paper] [Appendix] [Blog]

  • A Logic-Driven Framework for Consistency of Neural Models
    Tao Li, Vivek Gupta, Maitrey Mehta and Vivek Srikumar
    Published at EMNLP-IJCNLP 2019 [Paper] [Poster]
    (also appearing at StarAI 2020)

  • Effective Dimensionality Reduction for Word Embeddings
    Vikas Raunak, Vivek Gupta and Florian Metze
    Published at RepL4NLP 2019. [Paper] [Poster]

  • On Dimensional Linguistic Properties of the Word Embedding Space
    Vikas Raunak*, Vaibhav Kumar*, Vivek Gupta and Florian Metze
    Accepted to appear at ACL-SRW 2019 (non-archival) [PrePrint]

  • Word Polysemy Aware Document Vector Estimation
    Vivek Gupta, Ankit Saw, Harshit Gupta, Pegah Nokhiz and Partha Talukdar
    Accepted to appear at NAACL-SRW 2019 (non-archival) [PrePrint] [Blog]
    (extended version under review at ECAI 2020)

  • Distributional Semantics meet Multi-Label Learning
    Vivek Gupta, Rahul Wadbude, Nagararjan Natararjan, Harish Karnick, Prateek Jain, Piyush Rai
    Published at AAAI 2019 [Paper] [PPT] [Poster] [Extended Version]

  • Unsupervised Semantic Abstractive Summarization
    Shibhansh Dohare, Vivek Gupta, Harish Karnick,
    Published at ACL-SRW 2018 [PrePrint] [Paper] [Poster]

  • Sparse Composite Document Vectors using soft clustering over distributional representations
    Dheeraj Mekala*, Vivek Gupta*, Bhargavi Paranjape , Harish Karnick
    Published at EMNLP 2017. [Paper] [PPT]

  • Product Classification in E-Commerce using Distributional Semantics
    Vivek Gupta, Harish Karnick, Ashendra Bansal, Pradhuman Jhala
    Published at COLING 2016. [Paper] [Poster] [PPT]

  • User Bias Removal in Review Score Prediction
    Rahul Wadbude, Vivek Gupta, Dheeraj Mekala, Harish Karnick
    Published at CoDS-COMAD 2018 and DAB@CIKM 2017. [Paper] [Poster] [PPT].

  • Assisting Humans to Achieve Optimal Sleep by Changing Ambient Temperature
    Vivek Gupta*, Siddhant Mittal*, Sandip Bhaumik, Raj Roy
    Published at BIBM 2016, also appear in BHI 2016 and HI-DS 2016. [Paper] [PPT]

(Permanently) arXiv-ed articles

  • Efficient Estimation of Generalization Error and Bias-Variance Components of Ensembles
    Dhruv Mahajan, Vivek Gupta, Satya Keerthi, Sundararjan Sellamanickam
    [PrePrint]

  • Bayes-optimal Hierarichal Classification over Asymmetric Tree-Distance Loss
    Dheeraj Mekala, Vivek Gupta, Purushottam Kar, Harish Karnick
    Technical Report. [Report]

* represent equal contribution..