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Database Workload Characterization with Query Plan Encoders

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

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DirectProbe: Studying Representations without Classifiers

Apr 13, 2021
Yichu Zhou, Vivek Srikumar

* NAACL 2021 

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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) 

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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 

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BERT & Family Eat Word Salad: Experiments with Text Understanding

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

* Accepted at AAAI 2021 

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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 

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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 

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A Simple Global Neural Discourse Parser

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

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

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

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Learning Constraints for Structured Prediction Using Rectifier Networks

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

* to be published in ACL 2020 

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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: 

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Structured Tuning for Semantic Role Labeling

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

* Accepted at ACL 2020 

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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 

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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 

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On Measuring and Mitigating Biased Inferences of Word Embeddings

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

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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 

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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 

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Learning In Practice: Reasoning About Quantization

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

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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

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Learning to Speed Up Structured Output Prediction

Jun 11, 2018
Xingyuan Pan, Vivek Srikumar

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

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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 

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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 

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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 

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Expressiveness of Rectifier Networks

May 27, 2016
Xingyuan Pan, Vivek Srikumar

* Published in ICML 2016. Supplementary material included 

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