Code embeddings
Georgios Gousios
06 October 2022
The papers to read for this session are
[1]
and
[2]
References
[1]
D. DeFreez, A. V. Thakur, and C. Rubio-González,
“
Path-based function embedding and its application to error-handling specification mining
,”
in
Proceedings of the 2018 26th ACM joint meeting on european software engineering conference and symposium on the foundations of software engineering
, 2018, pp. 423–433.
[2]
U. Alon, M. Zilberstein, O. Levy, and E. Yahav,
“
Code2Vec: Learning distributed representations of code
,”
Proc. ACM Program. Lang.
, vol. 3, no. POPL, pp. 40:1–40:29, Jan. 2019.
[3]
Z. Chen and M. Monperrus,
“A literature study of embeddings on source code,”
arXiv preprint arXiv:1904.03061
, 2019.