Sonal Gupta
Sonal Gupta
Research Manager at Facebook
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Improved pattern learning for bootstrapped entity extraction
S Gupta, C Manning
Proceedings of the Eighteenth Conference on Computational Natural Language …, 2014
Analyzing the dynamics of research by extracting key aspects of scientific papers
S Gupta, C Manning
Proceedings of 5th international joint conference on natural language …, 2011
Topic model diagnostics: Assessing domain relevance via topical alignment
J Chuang, S Gupta, C Manning, J Heer
International Conference on Machine Learning, 612-620, 2013
Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog
S Schuster, S Gupta, R Shah, M Lewis
arXiv preprint arXiv:1810.13327, 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
S Gupta, R Shah, M Mohit, A Kumar, M Lewis
arXiv preprint arXiv:1810.07942, 2018
Watch, listen & learn: Co-training on captioned images and videos
S Gupta, J Kim, K Grauman, R Mooney
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery
D MacLean, S Gupta, A Lembke, C Manning, J Heer
Proceedings of the 18th ACM Conference on Computer Supported Cooperative …, 2015
Induced lexico-syntactic patterns improve information extraction from online medical forums
S Gupta, DL MacLean, J Heer, CD Manning
Journal of the American Medical Informatics Association 21 (5), 902-909, 2014
Stanford's distantly-supervised slot-filling system
M Surdeanu, S Gupta, J Bauer, D McClosky, AX Chang, VI Spitkovsky, ...
SPIED: Stanford Pattern-based Information Extraction and Diagnostics
S Gupta, CD Manning
Proceedings of the ACL 2014 Workshop on Interactive Language Learning …, 2014
Stanford’s 2014 slot filling systems
G Angeli, S Gupta, M Jose, CD Manning, C Ré, J Tibshirani, JY Wu, S Wu, ...
TAC KBP 695, 2014
Better Fine-Tuning by Reducing Representational Collapse
A Aghajanyan, A Shrivastava, A Gupta, N Goyal, L Zettlemoyer, S Gupta
arXiv preprint arXiv:2008.03156, 2020
Bootstrapped Self Training for Knowledge Base Population.
G Angeli, V Zhong, D Chen, AT Chaganty, J Bolton, MJJ Premkumar, ...
TAC, 2015
Using Closed Captions as Supervision for Video Activity Recognition.
S Gupta, RJ Mooney
AAAI, 2010
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
S Min, J Boyd-Graber, C Alberti, D Chen, E Choi, M Collins, K Guu, ...
arXiv preprint arXiv:2101.00133, 2021
MTOP: A comprehensive multilingual task-oriented semantic parsing benchmark
H Li, A Arora, S Chen, A Gupta, S Gupta, Y Mehdad
arXiv preprint arXiv:2008.09335, 2020
Distributed representations of words to guide bootstrapped entity classifiers
S Gupta, CD Manning
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
Improving Semantic Parsing for Task Oriented Dialog
A Einolghozati, P Pasupat, S Gupta, R Shah, M Mohit, M Lewis, ...
arXiv preprint arXiv:1902.06000, 2019
Using closed captions to train activity recognizers that improve video retrieval
S Gupta, RJ Mooney
2009 IEEE Computer Society Conference on Computer Vision and Pattern …, 2009
Stanford’s distantly supervised slot filling systems for KBP 2014
G Angeli, S Gupta, MJ Premkumar, CD Manning, C Ré, J Tibshirani, ...
Text Analysis Conference (TAC) Proceedings, 2014
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