LASE: locating and applying systematic edits by learning from examples
Adding features and fixing bugs often require systematic edits that make similar, but not
identical, changes to many code locations. Finding all the relevant locations and making the …
identical, changes to many code locations. Finding all the relevant locations and making the …
An interaction design for machine teaching to develop AI tutors
Intelligent tutoring systems (ITSs) have consistently been shown to improve the educational
outcomes of students when used alone or combined with traditional instruction. However …
outcomes of students when used alone or combined with traditional instruction. However …
Programming with a differentiable forth interpreter
M Bošnjak, T Rocktäschel… - … on machine learning, 2017 - proceedings.mlr.press
Given that in practice training data is scarce for all but a small set of problems, a core
question is how to incorporate prior knowledge into a model. In this paper, we consider the …
question is how to incorporate prior knowledge into a model. In this paper, we consider the …
[图书][B] Real-time human interaction with supervised learning algorithms for music composition and performance
RA Fiebrink - 2011 - search.proquest.com
This thesis examines machine learning through the lens of human-computer interaction in
order to address fundamental questions surrounding the application of machine learning to …
order to address fundamental questions surrounding the application of machine learning to …
User interaction models for disambiguation in programming by example
Programming by Examples (PBE) has the potential to revolutionize end-user programming
by enabling end users, most of whom are non-programmers, to create small scripts for …
by enabling end users, most of whom are non-programmers, to create small scripts for …
Recommending refactoring operations in large software systems
During its lifecycle, the internal structure of a software system undergoes continuous
modifications. These changes push away the source code from its original design, often …
modifications. These changes push away the source code from its original design, often …
Programming not only by example
Recent years have seen great progress in automated synthesis techniques that can
automatically generate code based on some intent expressed by the programmer, but …
automatically generate code based on some intent expressed by the programmer, but …
[PDF][PDF] Programming with a differentiable forth interpreter
There are families of neural networks that can learn to compute any function, provided
sufficient training data. However, given that in practice training data is scarce for all but a …
sufficient training data. However, given that in practice training data is scarce for all but a …
recode: A lightweight find-and-replace interaction in the ide for transforming code by example
Software developers frequently confront a recurring challenge of making code
transformations—similar but not entirely identical code changes in many places—in their …
transformations—similar but not entirely identical code changes in many places—in their …
Generating text manipulation programs using input-output examples
S Gulwani - US Patent 8,972,930, 2015 - Google Patents
Xi, et al.," Ad Hoc Data and the Token Ambiguity Problem.” retrieved at<< http://www.
csprinceton. edu/~ dpw? papers/padlo8. pdf>. Pro ceedings of the 11th International …
csprinceton. edu/~ dpw? papers/padlo8. pdf>. Pro ceedings of the 11th International …