Richard Shin
12 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32)
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Topic Evolution
ποΈ
Keyword Collector
(51)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Natural Language Processing
(9)
Machine Learning
(8)
Applications
(7)
Learning Types Β· Machine Learning
(6)
Deep Learning
(5)
Core AI
(5)
Learning Paradigms
(4)
Understanding
(4)
Application Areas
(3)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Reinforcement Learning
(1)
Architectures
(1)
Keywords
semantic parsing
(8)
large language model
(4)
in-context learning
(4)
language model
(3)
few-shot learning
(3)
natural language understanding
(3)
code generation
(2)
synthetic data generation
(2)
meaning representation
(2)
differential privacy
(2)
task-oriented dialogue
(2)
policy optimization
(1)
prompt-based learning
(1)
privacy preservation
(1)
imitation learning
(1)
reinforcement learning
(1)
syntactic parsing
(1)
low-resource learning
(1)
data augmentation
(1)
program synthesis
(1)
Papers
Language-to-Code Translation with a Single Labeled Example
EMNLP 2024
Learning to Retrieve Iteratively for In-Context Learning
EMNLP 2024
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
ICLR 2024
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
NeurIPS 2023
Privacy-Preserving Domain Adaptation of Semantic Parsers
ACL 2023
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation
ACL 2022
Few-Shot Semantic Parsing with Language Models Trained on Code
NAACL 2022
Guided K-best Selection for Semantic Parsing Annotation
ACL 2022
Constrained Language Models Yield Few-Shot Semantic Parsers
EMNLP 2021
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
ACL 2020
Synthetic Datasets for Neural Program Synthesis
ICLR 2019
Parametrized Hierarchical Procedures for Neural Programming
ICLR 2018