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Code Generation

13 papers with code · Computer Code

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Deep Hashing with Category Mask for Fast Video Retrieval

22 Dec 2017willard-yuan/hashing-baseline-for-image-retrieval

This paper proposes an end-to-end deep hashing framework with category mask for fast video retrieval.

CODE GENERATION VIDEO RETRIEVAL

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

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

Latent Predictor Networks for Code Generation

ACL 2016 deepmind/card2code

Many language generation tasks require the production of text conditioned on both structured and unstructured inputs.

CARD GAMES CODE GENERATION TEXT GENERATION

A parallel corpus of Python functions and documentation strings for automated code documentation and code generation

IJCNLP 2017 Avmb/code-docstring-corpus

Automated documentation of programming source code and automated code generation from natural language are challenging tasks of both practical and scientific interest.

CODE GENERATION DATA AUGMENTATION MACHINE TRANSLATION

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

Boda-RTC: Productive Generation of Portable, Efficient Code for Convolutional Neural Networks on Mobile Computing Platforms

1 Jun 2016moskewcz/boda

Results are presented for a case study of targeting the Qualcomm Snapdragon 820 mobile computing platform for CNN deployment.

CODE GENERATION

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

A Syntactic Neural Model for General-Purpose Code Generation

ACL 2017 zimengq/PyTorch-ReCode

We consider the problem of parsing natural language descriptions into source code written in a general-purpose programming language like Python.

CODE GENERATION SEMANTIC PARSING TEXT GENERATION