Sonal Gupta

According to our database1, Sonal Gupta authored at least 38 papers between 2008 and 2021.

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Bibliography

2021
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training.
CoRR, 2021

Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
CoRR, 2021

Domain-matched Pre-training Tasks for Dense Retrieval.
CoRR, 2021

EASE: Extractive-Abstractive Summarization with Explanations.
CoRR, 2021

Getting to Production with Few-shot Natural Language Generation Models.
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing.
Proceedings of the 9th International Conference on Learning Representations, 2021

Better Fine-Tuning by Reducing Representational Collapse.
Proceedings of the 9th International Conference on Learning Representations, 2021

Muppet: Massive Multi-task Representations with Pre-Finetuning.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Unified Open-Domain Question Answering with Structured and Unstructured Knowledge.
CoRR, 2020

Conversational Semantic Parsing.
CoRR, 2020


Sound Natural: Content Rephrasing in Dialog Systems.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Conversational Semantic Parsing.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Characterizing and Functional Assignment of Noncoding RNAs.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 3, 2019

Improving Robustness of Task Oriented Dialog Systems.
CoRR, 2019

Improving Semantic Parsing for Task Oriented Dialog.
CoRR, 2019

Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
PyText: A Seamless Path from NLP research to production.
CoRR, 2018

Semantic Parsing for Task Oriented Dialog using Hierarchical Representations.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2015
Bootstrapped Self Training for Knowledge Base Population.
Proceedings of the 2015 Text Analysis Conference, 2015

Distributed Representations of Words to Guide Bootstrapped Entity Classifiers.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

2014
Research and applications: Induced lexico-syntactic patterns improve information extraction from online medical forums.
J. Am. Medical Informatics Assoc., 2014

PoGest: A vision based tool for facilitating Kathak learning.
Proceedings of the Seventh International Conference on Contemporary Computing, 2014

Improved Pattern Learning for Bootstrapped Entity Extraction.
Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014

2013
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment.
Proceedings of the 30th International Conference on Machine Learning, 2013

2011
Stanford's Distantly-Supervised Slot-Filling System.
Proceedings of the Fourth Text Analysis Conference, 2011

Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010
Using Closed Captions as Supervision for Video Activity Recognition.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Catching the drift: learning broad matches from clickthrough data.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Using closed captions to train activity recognizers that improve video retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
Watch, Listen & Learn: Co-training on Captioned Images and Videos.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008


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