Richard Shin
12 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (32)
π
Academic Marathon
(6)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Century Club
(12)
π₯
Unstoppable
(7)
π
Conference Pioneer
Conferences
ACL (4)
EMNLP (3)
ICLR (3)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
semantic parsing
(8)
large language model
(3)
language model
(3)
in-context learning
(3)
natural language understanding
(3)
code generation
(2)
task-oriented dialogue
(2)
meaning representation
(2)
few-shot learning
(2)
privacy preservation
(1)
program synthesis
(1)
low-resource learning
(1)
synthetic data generation
(1)
constrained decoding
(1)
logical form
(1)
semantic parser
(1)
schema linking
(1)
schema encoding
(1)
candidate selection
(1)
database schema
(1)
Papers
Learning to Retrieve Iteratively for In-Context Learning
EMNLP 2024
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
ICLR 2024
Language-to-Code Translation with a Single Labeled Example
EMNLP 2024
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
NIPS 2023
Privacy-Preserving Domain Adaptation of Semantic Parsers
ACL 2023
Few-Shot Semantic Parsing with Language Models Trained on Code
NAACL 2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation
ACL 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