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Code Generation

16 papers with code · Computer Code

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JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation

5 Oct 2019rajasagashe/juice

Interactive programming with interleaved code snippet cells and natural language markdown is recently gaining popularity in the form of Jupyter notebooks, which accelerate prototyping and collaboration.

CODE GENERATION

0
05 Oct 2019

Interpreting OWL Complex Classes in AutomationML based on Bidirectional Translation

4 Jun 2019kit-hua/ETFA2019

In this paper, we introduce the AML concept models for representing OWL complex classes in AutomationML, and present algorithms for the bidirectional translation between OWL complex classes and their corresponding AML concept models.

CODE GENERATION

0
04 Jun 2019

Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization

ACL 2019 oceanypt/DIM

Semantic parsing aims to transform natural language (NL) utterances into formal meaning representations (MRs), whereas an NL generator achieves the reverse: producing a NL description for some given MRs.

CODE GENERATION DIALOGUE MANAGEMENT SEMANTIC PARSING

2
03 Jun 2019

CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling

3 Mar 2019yaxirhuxxain/Source-Code-Suggestion

In this work, we present CodeGRU, a Gated Recurrent Unit based source code language model that is capable of capturing contextual, syntaxtual and structural dependencies for modeling the source code.

CODE GENERATION LANGUAGE MODELLING

0
03 Mar 2019

Eclipse CDT code analysis and unit testing

PeerJ Preprints 2018 shaundsouza/eclipse-cdt

The CDT is a plugin which enables development of C/C++ applications in eclipse.

CODE GENERATION

0
15 Nov 2018

A Grammar-Based Structural CNN Decoder for Code Generation

14 Nov 2018zysszy/GrammarCNN

In this paper, we propose a grammar-based structural convolutional neural network (CNN) for code generation.

CODE GENERATION SEMANTIC PARSING

61
14 Nov 2018

TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation

EMNLP 2018 pcyin/tranX

We present TRANX, a transition-based neural semantic parser that maps natural language (NL) utterances into formal meaning representations (MRs).

CODE GENERATION SEMANTIC PARSING

197
05 Oct 2018

Neural Machine Translation for Query Construction and Composition

27 Jun 2018AKSW/NSpM

Research on question answering with knowledge base has recently seen an increasing use of deep architectures.

CODE GENERATION KNOWLEDGE BASE QUESTION ANSWERING MACHINE TRANSLATION SEMANTIC PARSING

87
27 Jun 2018

StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing

ACL 2018 pcyin/tranX

Semantic parsing is the task of transducing natural language (NL) utterances into formal meaning representations (MRs), commonly represented as tree structures.

CODE GENERATION SEMANTIC PARSING

197
20 Jun 2018