Richard Shin

According to our database1, Richard Shin authored at least 32 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2023
ToolTalk: Evaluating Tool-Usage in a Conversational Setting.
CoRR, 2023

Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation.
CoRR, 2023

BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing.
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.
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.
CoRR, 2022

Few-Shot Semantic Parsing with Language Models Trained on Code.
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.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Guided K-best Selection for Semantic Parsing Annotation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021
Pruning Pretrained Encoders with a Multitask Objective.
CoRR, 2021

Constrained Language Models Yield Few-Shot Semantic Parsers.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Abstraction, Generalization, and Embodiment in Neural Program Synthesis.
PhD thesis, 2020

RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Hierarchical Variational Imitation Learning of Control Programs.
CoRR, 2019

Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers.
CoRR, 2019

Program Synthesis and Semantic Parsing with Learned Code Idioms.
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.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Improving Neural Program Synthesis with Inferred Execution Traces.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Towards Specification-Directed Program Repair.
Proceedings of the 6th International Conference on Learning Representations, 2018

Differentiable Neural Network Architecture Search.
Proceedings of the 6th International Conference on Learning Representations, 2018

Parametrized Hierarchical Procedures for Neural Programming.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Making Neural Programming Architectures Generalize via Recursion.
Proceedings of the 5th International Conference on Learning Representations, 2017

PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016
Latent Attention For If-Then Program Synthesis.
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.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015
Recognizing Functions in Binaries with Neural Networks.
Proceedings of the 24th USENIX Security Symposium, 2015

Exploring Privacy Preservation in Outsourced K-Nearest Neighbors with Multiple Data Owners.
Proceedings of the 2015 ACM Workshop on Cloud Computing Security Workshop, 2015

2014
Joint Link Prediction and Attribute Inference Using a Social-Attribute Network.
ACM Trans. Intell. Syst. Technol., 2014

2012
On the Feasibility of Internet-Scale Author Identification.
Proceedings of the IEEE Symposium on Security and Privacy, 2012

FreeMarket: Shopping for free in Android applications.
Proceedings of the 19th Annual Network and Distributed System Security Symposium, 2012

2011
Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN)
CoRR, 2011

A Systematic Analysis of XSS Sanitization in Web Application Frameworks.
Proceedings of the Computer Security - ESORICS 2011, 2011

2010
Inference and analysis of formal models of botnet command and control protocols.
Proceedings of the 17th ACM Conference on Computer and Communications Security, 2010


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