Closed warenlg closed 5 years ago
Below is the list of technical papers (no data showcase papers yet) that are the most relevant IMO according to MLonCode and what we do. In bold, you have authors that we already know personally.
We can vote among those papers, the ones that are worth taking notes by putting our name at the end of the line (of course everybody can upvote a paper if he/she wants a blog post about it)
11:16 - 11:22 (short) PathMiner : A Library for Mining of Path-Based Representations of Code - Vladimir Kovalenko, Egor Bogomolov, Timofey Bryksin, Alberto Bacchelli from JetBrains Research and University of Zurich Votes:
11:23 - 11:38 (long) Import2vec: learning embeddings for software libraries - Bart Theeten, Frederik Vandeputte, Tom Van Cutsem from Nokia Bell Labs Votes : Hugo
11:23 - 11:38 (talk) Semantic Source Code Models Using Identifier Embeddings - Vasiliki Efstathiou, Diomidis Spinellis from Athens University of Economics and Business Votes:
11:55 - 12:10 (long) [Exploring Word Embedding Techniques to Improve Sentiment Analysis of Software Engineering Texts]() - Eeshita Biswas, K. Vijay-Shanker, Lori Pollock from University of Delaware, USA Votes:
12:16 - 12:31 (long) Predicting Good Configurations for GitHub and Stack Overflow Topic Models - Christoph Treude, Markus Wagner from The University of Adelaide Votes:
11:00 - 11:15 (long) DeepJIT: An End-To-End Deep Learning Framework for Just-In-Time Defect Prediction - Thong Hoang, Hoa Khanh Dam, Yasutaka Kamei, David Lo, Naoyasu Ubayashi from Kyushu University Votes:
11:16 - 11:31 (long) Lessons learned from using a deep tree-based model for software defect prediction in practice - Hoa Khanh Dam, Trang Pham, Shien Wee Ng, Truyen Tran, John Grundy, Aditya Ghose, Taeksu Kim, Chul-Joo Kim from University of Wollongong Votes:
08:45 - 09:00 (long) Generating Commit Messages from Diffs using Pointer-generator Network - Qin Liu, Zihe Liu, Hongming Zhu, Hongfei Fan, Bowen Du, Yu Qian Votes:
09:00 - 09:15 (long) Automatically Generating Documentation for Lambda Expressions in Java - Anwar Alqaimi, Patanamon Thongtanunam, Christoph Treude from The University of Melbourne Votes:
11:15 - 11:30 (long) Characterizing the Roles of Contributors in Open-source Scientific Software Projects - Reed Milewicz, Gustavo Pinto, Paige Rodeghero from University of Notre Dame Votes:
11:30 - 11:45 (long) git2net - Mining Time-Stamped Co-Editing Networks from Large git Repositories - Christoph Gote, Ingo Scholtes, Frank Schweitzer Votes:
14:45 - 15:00 (long) [Predicting Co-Changes between Functionality Specifications and Source Code in Behavior Driven Development]() - Aidan Z.H. Yang, Daniel Alencar Da Costa, Ying Zou from Queen's University, Kingston, Ontario Votes: Hugo
15:08 - 15:14 (short) [Beyond GumTree: A hybrid approach to generate edit scripts]() - Junnosuke Matsumoto, Yoshiki Higo, Shinji Kusumoto from Osaka University Votes: Hugo
Just FYI - I would be very happy to help with any of those, so please let me know if any help is needed.
11:16 - 11:22 (short) PathMiner : A Library for Mining of Path-Based Representations of Code - Vladimir Kovalenko, Egor Bogomolov, Timofey Bryksin, Alberto Bacchelli from JetBrains Research and University of Zurich
This is about https://github.com/vovak/astminer and 2 of the authors Timofey and Vladimir were at our FOSDEM 2019 ML on Code DevRoom and a speaker's dinner.
Semantic Source Code Models Using Identifier Embeddings - Vasiliki Efstathiou, Diomidis Spinellis from Athens University of Economics and Business
Is almost exactly id2vec + WMD that we did before, the only difference is that
@warenlg @vmarkovtsev @m09 How many blog posts will we have in the end and what are the target dates for publication ? Trying to get some visibility on our content calendar.
Waren is on vacations till 14th, and I am going to vacations on 24th. I scheduled a meeting with Waren and Hugo on 14th to discuss our opportunities and plans. I would say that we will certainly not finish anything in June, and the most likely date of the first post is at the end of July.
@vmarkovtsev What about a quick MSR recap blog post in June with some tweet, link to slides from your favorite talks, photos from the conference and beer payback event, etc ?
That's an option, sounds reasonable...
From what I've seen this year, I suggest that we could write blog posts about the following topics/people:
The planning is done.
How is this coming along @vmarkovtsev @warenlg @m09 ? Can we create new issues on https://github.com/src-d/blog to track each post individually ?
How is this coming along @vmarkovtsev @warenlg @m09 ? Can we create new issues on https://github.com/src-d/blog to track each post individually ?
Forgot to reply on this issue aswell but it was decided in DMs on slack that we should indeed create them some time ago. I'll do it for the posts that we did not start yet.
As you could see from the reference spam above, we now have issues for all the blog posts left to write, please comment on the issue when you start working on a post to avoid duplication of effort! :)
The blog posts have been planned. The original issue can be closed now.
This year, @vmarkovtsev, @m09 and I are going to attend MSR taking place in Montreal on the 26th and 27th of May 2019. As discussed with @vcoisne, given the success of the MSR interview series, we should think about producing similar contents spending less efforts ("aka nightmare" Vadim).
We agreed on the following proposal that would not require much upstream devrel effort and would allow us to focus on the content of the conference: