Processing math: 100%

2023

Natural Language to Code Generation in Interactive Data Science Notebooks ACL 2023

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Learning math reasoning from self-sampled correct and partially-correct solutions ICLR 2023

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2022

PaLM: Scaling Language Modeling with Pathways JMLR

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Synchromesh: Reliable code generation from pre-trained language models ICLR 2022

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2021

Neurosymbolic Programming FnT 2021

In Foundations and Trends® in Programming Languages, Volume 7, Issue 3.
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KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL-IJCNLP 2021

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Structure-Grounded Pretraining for Text-to-SQL NAACL 2021

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SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing ICLR 2021

Also appears as a poster at the Computer-Assisted Programming (CAP) workshop at NeurIPS 2020.
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2020

Learning to Infer Run-Time Invariants from Source Code CAP @ NeurIPS 2020

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ALFRED Speaks: Automatic Instruction Generation for Egocentric Skill Learning EVAL @ ECCV 2020

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Neuro-Symbolic Visual Reasoning: Disentangling “Visual” from “Reasoning” ICML 2020

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Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context ACL 2020

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RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers ACL 2020

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2019

Program Synthesis and Semantic Parsing with Learned Code Idioms NeurIPS 2019

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Are My Invariants Valid? A Learning Approach arXiv preprint

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Generative Code Modeling with Graphs ICLR 2019

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2018

IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles arXiv preprint

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Robust Text-to-SQL Generation with Execution-Guided Decoding arXiv preprint

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Execution-Guided Neural Program Decoding NAMPI 2018

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FlashProfile: A Framework for Synthesizing Data Profiles OOPSLA 2018

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Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples ICLR 2018

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2017

Program Synthesis FnT 2017

In Foundations and Trends® in Programming Languages, Volume 4, Issue 1–2.
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A Framework for Mass-Market Inductive Program Synthesis PhD Thesis

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Interactive Program Synthesis arXiv preprint

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Learning Syntactic Program Transformations from Examples ICSE 2017

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2016

Program Synthesis in the Industrial World: Inductive, Incremental, Interactive SYNT 2016

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2015

User Interaction Models for Disambiguation in Programming by Example UIST 2015

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FlashMeta: A Framework for Inductive Program Synthesis OOPSLA 2015

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Personalized Mathematical Word Problem Generation IJCAI 2015

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2014

LaSEWeb: Automating Search Strategies over Semi-structured Web Data KDD 2014

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