Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Vivek Srikumar

Database Workload Characterization with Query Plan Encoders


May 26, 2021
Debjyoti Paul, Jie Cao, Feifei Li, Vivek Srikumar


  Access Paper or Ask Questions

DirectProbe: Studying Representations without Classifiers


Apr 13, 2021
Yichu Zhou, Vivek Srikumar

* NAACL 2021 

  Access Paper or Ask Questions

Incorporating External Knowledge to Enhance Tabular Reasoning


Apr 09, 2021
J. Neeraja, Vivek Gupta, Vivek Srikumar

* 11 pages, 1 Figure, 14 tables, To appear in NAACL 2021 (Short paper) 

  Access Paper or Ask Questions

VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations


Apr 06, 2021
Archit Rathore, Sunipa Dev, Jeff M. Phillips, Vivek Srikumar, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang

* 11 pages 

  Access Paper or Ask Questions

BERT & Family Eat Word Salad: Experiments with Text Understanding


Jan 10, 2021
Ashim Gupta, Giorgi Kvernadze, Vivek Srikumar

* Accepted at AAAI 2021 

  Access Paper or Ask Questions

Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories


Dec 11, 2020
Jakob Prange, Nathan Schneider, Vivek Srikumar

* Accepted to appear in TACL; Authors' final version, pre-MIT Press publication 

  Access Paper or Ask Questions

UnQovering Stereotyping Biases via Underspecified Questions


Oct 10, 2020
Tao Li, Tushar Khot, Daniel Khashabi, Ashish Sabharwal, Vivek Srikumar

* Accepted at Findings of EMNLP 2020 

  Access Paper or Ask Questions

A Simple Global Neural Discourse Parser


Sep 08, 2020
Yichu Zhou, Omri Koshorek, Vivek Srikumar, Jonathan Berant


  Access Paper or Ask Questions

OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings


Jun 30, 2020
Sunipa Dev, Tao Li, Jeff M Phillips, Vivek Srikumar


  Access Paper or Ask Questions

Learning Constraints for Structured Prediction Using Rectifier Networks


May 23, 2020
Xingyuan Pan, Maitrey Mehta, Vivek Srikumar

* to be published in ACL 2020 

  Access Paper or Ask Questions

INFOTABS: Inference on Tables as Semi-structured Data


May 13, 2020
Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, Vivek Srikumar

* 16 pages, 6 figures, 14 Tables, ACL 2020, Project Page: https://infotabs.github.io/ 

  Access Paper or Ask Questions

Structured Tuning for Semantic Role Labeling


May 05, 2020
Tao Li, Parth Anand Jawale, Martha Palmer, Vivek Srikumar

* Accepted at ACL 2020 

  Access Paper or Ask Questions

On the Limits of Learning to Actively Learn Semantic Representations


Oct 05, 2019
Omri Koshorek, Gabriel Stanovsky, Yichu Zhou, Vivek Srikumar, Jonathan Berant

* CoNLL 2019 

  Access Paper or Ask Questions

A Logic-Driven Framework for Consistency of Neural Models


Sep 13, 2019
Tao Li, Vivek Gupta, Maitrey Mehta, Vivek Srikumar

* Accepted in EMNLP 2019; Extra footnote after camera ready; Addressing R-fuzzy and S-fuzzy logic + extra acknowledgement 

  Access Paper or Ask Questions

On Measuring and Mitigating Biased Inferences of Word Embeddings


Aug 25, 2019
Sunipa Dev, Tao Li, Jeff Phillips, Vivek Srikumar


  Access Paper or Ask Questions

Augmenting Neural Networks with First-order Logic


Aug 12, 2019
Tao Li, Vivek Srikumar

* Accepted in ACL 2019. Minor fixes in Fig 4; extra citation in related works 

  Access Paper or Ask Questions

Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes


Jun 30, 2019
Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar

* Accepted to ACL 2019 

  Access Paper or Ask Questions

Learning In Practice: Reasoning About Quantization


May 27, 2019
Annie Cherkaev, Waiming Tai, Jeff Phillips, Vivek Srikumar


  Access Paper or Ask Questions

Adposition and Case Supersenses v2: Guidelines for English


Jul 02, 2018
Nathan Schneider, Jena D. Hwang, Archna Bhatia, Na-Rae Han, Vivek Srikumar, Tim O'Gorman, Sarah R. Moeller, Omri Abend, Austin Blodgett, Jakob Prange


  Access Paper or Ask Questions

Learning to Speed Up Structured Output Prediction


Jun 11, 2018
Xingyuan Pan, Vivek Srikumar

* International Conference on Machine Learning, Stockholm, Sweden, 2018 

  Access Paper or Ask Questions

Comprehensive Supersense Disambiguation of English Prepositions and Possessives


May 13, 2018
Nathan Schneider, Jena D. Hwang, Vivek Srikumar, Jakob Prange, Austin Blodgett, Sarah R. Moeller, Aviram Stern, Adi Bitan, Omri Abend

* ACL 2018 

  Access Paper or Ask Questions

Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration


Mar 10, 2018
Anirban Nag, Ali Shafiee, Rajeev Balasubramonian, Vivek Srikumar, Naveen Muralimanohar

* 13 pages with Appendix 

  Access Paper or Ask Questions

Coping with Construals in Broad-Coverage Semantic Annotation of Adpositions


Mar 10, 2017
Jena D. Hwang, Archna Bhatia, Na-Rae Han, Tim O'Gorman, Vivek Srikumar, Nathan Schneider

* Presentation at Construction Grammar and NLU AAAI Spring Symposium, Stanford, March 27-29 2017; 9 pages including references; 1 figure 

  Access Paper or Ask Questions

Expressiveness of Rectifier Networks


May 27, 2016
Xingyuan Pan, Vivek Srikumar

* Published in ICML 2016. Supplementary material included 

  Access Paper or Ask Questions