… Goal: The goal of this paper is to learn code … distributed representations of code elements,
paths, and method names that are trained as part of our network. Distributed representations …

… Goal: The goal of this paper is to learn code embeddings, continuous distributed vectors for
… In section 5 we compare distributed representations (“neural”) and symbolic representations (…

… and added code. To evaluate if CC2Vec can produce a distributed representation of code
changes that is … Alon et al. proposed code2vec [3], which represents code as paths in an AST, …

… Part of this study leverages on the pretrained version of code2vec, therefore, we maintain
the same network architecture as [5]. Indeed, preserving the same architecture allows us to use …

… Learning richer distributed representations of words has shown to be quite … representations
of user code (code2vec), we propose a mechanism to represent students using their code …

… Code2Vec model of Alon et al. to evaluate it for detecting off-by-one errors in Java source
code. … large Java file corpus containing likely correct code. In order to properly classify incorrect …

… to solve student modeling tasks in the computer science education domain. In the first … the
code2vec model [6] for student code auto-grading tasks, generating distributed representations …

… Related works like fun2vec [58] and code2vec [59], that aim to generate a representation for
… is to learn the distributed representations of software posts, rather than source code or APKs…

… hypothesis for code, from which we draw a novel distributed representation of code statements
… We detail the construction of the XFG, the first representation designed specifically for …

… code representation learning approach to separate the semantic from the syntax of source
code … code2vec: Learning distributed representations of code. Proceedings of the ACM on Pro…