Richard Shin

Fatemehsadat Mireshghallah

CoRR, 2023

BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Privacy-Preserving Domain Adaptation of Semantic Parsers.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing.

[BibT_eX]

[DOI]

CoRR, 2022

Few-Shot Semantic Parsing with Language Models Trained on Code.

[BibT_eX]

[DOI]

Emmanouil Antonios Platanios

Benjamin Van Durme

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Guided K-best Selection for Semantic Parsing Annotation.

[BibT_eX]

[DOI]

Anton Belyy

Chieh-Yang Huang

Jacob Andreas

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

Pruning Pretrained Encoders with a Multitask Objective.

[BibT_eX]

[DOI]

Patrick Xia

Emmanouil Antonios Platanios

CoRR, 2021

Constrained Language Models Yield Few-Shot Semantic Parsers.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Abstraction, Generalization, and Embodiment in Neural Program Synthesis.

[BibT_eX]

[DOI]

PhD thesis, 2020

RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Hierarchical Variational Imitation Learning of Control Programs.

[BibT_eX]

[DOI]

CoRR, 2019

Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers.

[BibT_eX]

[DOI]

CoRR, 2019

Program Synthesis and Semantic Parsing with Learned Code Idioms.

[BibT_eX]

[DOI]

Miltiadis Allamanis

Marc Brockschmidt

Alex Polozov

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Synthetic Datasets for Neural Program Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Improving Neural Program Synthesis with Inferred Execution Traces.

[BibT_eX]

[DOI]

Illia Polosukhin

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Towards Specification-Directed Program Repair.

[BibT_eX]

[DOI]

Illia Polosukhin

Proceedings of the 6th International Conference on Learning Representations, 2018

Differentiable Neural Network Architecture Search.

[BibT_eX]

[DOI]

Charles Packer

Proceedings of the 6th International Conference on Learning Representations, 2018

Parametrized Hierarchical Procedures for Neural Programming.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Making Neural Programming Architectures Generalize via Recursion.

[BibT_eX]

[DOI]

Jonathon Cai

Proceedings of the 5th International Conference on Learning Representations, 2017

PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016

Latent Attention For If-Then Program Synthesis.

[BibT_eX]

[DOI]

Chang Liu

Xinyun Chen

Mingcheng Chen

Dawn Xiaodong Song

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

ExploreKit: Automatic Feature Generation and Selection.

[BibT_eX]

[DOI]

Gilad Katz

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Recognizing Functions in Binaries with Neural Networks.

[BibT_eX]

[DOI]

Reza Moazzezi

Proceedings of the 24th USENIX Security Symposium, 2015

Exploring Privacy Preservation in Outsourced K-Nearest Neighbors with Multiple Data Owners.

[BibT_eX]

[DOI]

Frank Li

Vern Paxson

Proceedings of the 2015 ACM Workshop on Cloud Computing Security Workshop, 2015

2014

Joint Link Prediction and Attribute Inference Using a Social-Attribute Network.

[BibT_eX]

[DOI]

Emil Stefanov

Elaine Shi

ACM Trans. Intell. Syst. Technol., 2014

2012

On the Feasibility of Internet-Scale Author Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2012

FreeMarket: Shopping for free in Android applications.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Network and Distributed System Security Symposium, 2012

2011

Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN)

[BibT_eX]

[DOI]

Emil Stefanov

Elaine Shi

CoRR, 2011

A Systematic Analysis of XSS Sanitization in Web Application Frameworks.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2011, 2011

2010

Inference and analysis of formal models of botnet command and control protocols.

[BibT_eX]

[DOI]

Chia Yuan Cho

Domagoj Babic