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https://github.com/jetbrains/reading-club

Open paper reading club @ JetBrains
https://github.com/jetbrains/reading-club

machine-learning papers software-engineering

Last synced: 4 months ago
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Open paper reading club @ JetBrains

Host: GitHub
URL: https://github.com/jetbrains/reading-club
Owner: JetBrains
Created: 2020-10-06T15:05:03.000Z (over 4 years ago)
Default Branch: master
Last Pushed: 2024-05-03T16:28:42.000Z (9 months ago)
Last Synced: 2024-05-03T19:01:31.410Z (9 months ago)
Topics: machine-learning, papers, software-engineering
Homepage:
Size: 65.4 KB
Stars: 36
Watchers: 16
Forks: 2
Open Issues: 1
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # JetBrains Open Reading Club

Discuss papers on data-driven methods in Software Engineering and Machine Learning.

## Upcoming sessions

 - **Oct 10, 18:00 CET** ([online](https://calendar.google.com/calendar/event?action=TEMPLATE&tmeid=N21jYmY1Mmpqa21iYmR2N2gxbmc3bmgxczIgY183MDczNDllNWYwN2UzYzcwYWQ2Nzk3OTBlODU4NzhlZDgyMTkyMjY3YWVjNThjZWJlNzU0YmRiNzhmMWY4ZTgxQGc&tmsrc=c_707349e5f07e3c70ad679790e85878ed82192267aec58cebe754bdb78f1f8e81%40group.calendar.google.com), [in-person](https://www.meetup.com/jetbrains-reading-club-nl/events/303803178/))

Two for the price of one:

   * [Fact Selection Problem in LLM-Based Program Repair](https://arxiv.org/pdf/2404.05520)

   * [CodeGrid: A Grid Representation of Code](https://discovery.ucl.ac.uk/id/eprint/10175716/1/3597926.3598141.pdf) ([questions](https://docs.google.com/document/d/1F0DXUs8nfnwEUEPCAwNqivMWg4NIi1PIh1dpvjqATS4/edit))

 

   Prof. Earl Barr, head of UCL's "System Software Engineering" group, London, UK

 

## Past sessions

### 2024

 - **May 10** [Language Models for Code Completion: A Practical Evaluation](https://arxiv.org/abs/2402.16197), ([questions](https://docs.google.com/document/d/1J4GFZ7Z0fq37F1x6EYB9DSvEPhqo2zPp09iz7sqJqTY/edit?usp=sharing)) 

    Jonathan Katzy, PhD candidate in the Software Engineering Reasearch Group (SERG) at TU Delft

 - **March 13** [Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)](https://drive.google.com/file/d/15ufshKvon6Qd7S2ZoW8LnyIROVvCfi85/view?usp=sharing), ([questions](https://docs.google.com/document/d/1m1BqJG0m4JjiaVsdi0UMFAcH5r3GYGCsssprXgBnmUY/edit?usp=sharing)) 

   Prof. Earl Barr, head of UCL's "System Software Engineering" group, London, UK

### 2023

 -  **April 21** Source Code Diff Revolution, ([questions](https://docs.google.com/document/d/1OCutCmaHb-birSPHMq1GVnXqHhfIxiu8ysfrpC52z58/edit)) 

    Prof. Nikolaos Tsantalis, Department of CS and SE at Concordia Univ., Montreal, Canada

 - **March 3** ["DiffSearch: A Scalable and Precise Search Engine for Code Changes"](https://drive.google.com/file/d/1DG7N3jo7YK1tXAFFr7H33MijBubm0Og4/view?usp=sharing) ([questions](https://docs.google.com/document/d/1VGpTwUzxiwmahINcYlchjYOIcfIHaCFObHoozytwrrc/edit?usp=sharing)) 

   Luca Di Grazia, Software Lab at Stuttgart Universität (IEEE Transactions on SE '22)

### 2022

 - **Dec 22** ["Modus: A Datalog Dialect for Building Container Images"](https://drive.google.com/file/d/1gtz4UBRY3iX-0x6R9qn4aIzgTPvBo9Mo/view?usp=sharing) ([questions](https://docs.google.com/document/d/1mkZ0Odub7V8ey0RNSZCfmmZyx41FWsdmdN7TrObjgvU/edit?usp=sharing)) 

   Dr. Sergey Mechtaev, Department of Computer Science at UCL (FSE '22)

 - **Apr 1** [“A Systematic Comparison of Two Refactoring-aware Merging Techniques”](https://drive.google.com/file/d/1P7XssemQsJgQ2w5noeS_yJoK6IIXxRKB/view?usp=sharing) ([questions](https://docs.google.com/document/d/1LfnDhUjTAabgB2D2DpbVa3PHsIwGRpdGcewhX4YZr1Y/edit?usp=sharing)) 

   Max Ellis, Software Maintenance and Reuse (SMR) Lab at the University of Alberta (pre-print)

 - **Jan 14** [“In-IDE Code Generation from Natural Language: Promise and Challenges”](https://drive.google.com/file/d/1Oimqq8_A_TyAQVbWSYO24K95nVEQtcbO/view?usp=sharing) ([questions](https://docs.google.com/document/d/1eni_zJvU9qL7oo8xKfisR3yREj4g5UhwG2MIRulb7PY/edit)) 

   Frank F. Xu, Language Technologies Institute of CMU (ACM TOSEM '21)

### 2021

- **Dec 17th** [“APIScanner - Towards Automated Detection of Deprecated APIs in Python Libraries”](https://drive.google.com/file/d/1L9gX3Eu4DBf0sS_1XyCvrApuOOZ7x-51/view?usp=sharing) ([questions](https://docs.google.com/document/d/1MeKrThVYIUrWBhMzWTwBmbsCswlkPY1RufWZocml2rA/edit?usp=sharing)) 

   Dr. Sridhar Chimalakonda, Intelligent Software & Analytics Lab, IIT Tirupati (ICSE '21)

 - **Oct 29** [FACER-AS: An API Usage-based Code Recommendation Tool for Android Studio](https://drive.google.com/file/d/1Nulfb60J4hnjzvckBj35wp5BWOQzvmJ8/view?usp=sharing) ([questions](https://docs.google.com/document/d/1Ee7T3Vap_ImpMR0cFzvjUysSuXAzqZzy9WaESq1XhPE/edit?usp=sharing)) 

   Shamsa Abid, LUMS - Lahore University of Management Sciences (ICSME '21)

### 2020

 - **Dec 11**

    [LambdaNet: Probabilistic Type Inference using Graph Neural Networks](https://drive.google.com/file/d/1fADxQ7fkRf-7Y_S00pX476Th9zFkkWYr/view) ([questions](https://docs.google.com/document/d/1DMJqysL_BBJxiXiFvSl-VotYykrwPcbk_pEhMQ1ph4U/edit)) 

   Jiayi Wei (魏家一), UT Austin (ICLR '20)

 - **Oct 30**

    [How Often Do Single-Statement Bugs Occur? The ManySStuBs4J Dataset](https://drive.google.com/file/d/1UjugdnfAvXXuXFe9LtwnLOjnviX2PP6w/view?usp=sharing) ([questions](https://docs.google.com/document/d/1crcXMEw4o4pZzi4Ak2ETSDlUkcZkj7ZXK_MfpoeWQ4Y/edit#)) 

    Rafael-Michael Karampatsis, University of Edinburgh (MSR 2021 [Mining challenge](https://conf.researchr.org/track/msr-2021/msr-2021-mining-challenge#Call-for-Mining-Challenge-Papers))

## Goal

- promote reading papers

- rise awareness on current research directions in PL, SE, and ML communities

- create opportunity for collaborations

## How it works

Every month we pick and discuss a paper online, in English. We expect everyone to read the paper beforehand. We will try our best to invite one of the paper authors for a Q&A session.

Anyone can add a comment the sessions's document on [GDrive](https://drive.google.com/drive/folders/1ERtBPYEpYPA6DYKWDrvxpwVfKyyQjTBq) with questions or things that are worth clarifying.

## When

Monthly, on Fridays

## Where

- online ([here](https://meet.google.com/azt-gvmb-goe))

## How to participate

- read the paper

- post questions in the sessions gDoc

- join the live session