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2010.03150
Cited By
PyMT5: multi-mode translation of natural language and Python code with transformers
7 October 2020
Colin B. Clement
Dawn Drain
Jonathan Timcheck
Alexey Svyatkovskiy
Neel Sundaresan
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Papers citing
"PyMT5: multi-mode translation of natural language and Python code with transformers"
34 / 34 papers shown
Title
DocAgent: A Multi-Agent System for Automated Code Documentation Generation
Dayu Yang
Antoine Simoulin
Xin Qian
Xiaoyi Liu
Yuwei Cao
Zhaopu Teng
Grey Yang
LLMAG
56
0
0
11 Apr 2025
NL2KQL: From Natural Language to Kusto Query
Amir H. Abdi
Xinye Tang
Jeremias Eichelbaum
Mahan Das
Alex Klein
...
William Blum
Daniel L Mace
Tanvi Raja
Namrata Padmanabhan
Ye Xing
68
2
0
20 Jan 2025
Leveraging Large Language Models for Efficient Failure Analysis in Game Development
Leonardo Marini
Linus Gisslén
Alessandro Sestini
51
0
0
11 Jun 2024
Text-to-Code Generation with Modality-relative Pre-training
Fenia Christopoulou
Guchun Zhang
Gerasimos Lampouras
AI4TS
18
1
0
08 Feb 2024
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
Hung Le
Hailin Chen
Amrita Saha
Akash Gokul
Doyen Sahoo
Shafiq R. Joty
LRM
28
42
0
13 Oct 2023
Exploring Continual Learning for Code Generation Models
Prateek Yadav
Q. Sun
Hantian Ding
Xiaopeng Li
Dejiao Zhang
...
Parminder Bhatia
Ramesh Nallapati
M. K. Ramanathan
Joey Tianyi Zhou
Bing Xiang
CLL
37
30
0
05 Jul 2023
Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation
Xinyu Li
Jiang-Tian Xue
Zheng Xie
Ming Li
LRM
19
26
0
18 May 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation
Dũng Nguyễn Mạnh
Nam Le Hai
An Dau
A. Nguyen
Khanh N. Nghiem
Jingnan Guo
Nghi D. Q. Bui
28
15
0
09 May 2023
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification
Anastasiia Grishina
Max Hort
Leon Moonen
22
6
0
08 May 2023
Stochastic Code Generation
Swapnil Sharma
Nikita Anand
V. KranthiKiranG.
SyDa
24
0
0
14 Apr 2023
Exploring Data Augmentation for Code Generation Tasks
Pinzhen Chen
Gerasimos Lampouras
31
9
0
05 Feb 2023
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages
Yekun Chai
Shuohuan Wang
Chao Pang
Yu Sun
Hao Tian
Hua-Hong Wu
30
35
0
13 Dec 2022
A Survey on Natural Language Processing for Programming
Qingfu Zhu
Xianzhen Luo
Fang Liu
Cuiyun Gao
Wanxiang Che
23
1
0
12 Dec 2022
Execution-based Evaluation for Data Science Code Generation Models
Junjie Huang
Chenglong Wang
Jipeng Zhang
Cong Yan
Haotian Cui
J. Inala
Colin B. Clement
Nan Duan
Jianfeng Gao
ELM
38
35
0
17 Nov 2022
Evaluating How Fine-tuning on Bimodal Data Effects Code Generation
Gabriel Orlanski
Seonhye Yang
Michael Healy
ALM
21
5
0
15 Nov 2022
Piloting Copilot and Codex: Hot Temperature, Cold Prompts, or Black Magic?
Jean-Baptiste Döderlein
M. Acher
D. Khelladi
B. Combemale
34
33
0
26 Oct 2022
MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation
Federico Cassano
John Gouwar
Daniel Nguyen
S. Nguyen
Luna Phipps-Costin
...
Carolyn Jane Anderson
Molly Q. Feldman
Arjun Guha
Michael Greenberg
Abhinav Jangda
ELM
24
81
0
17 Aug 2022
PanGu-Coder: Program Synthesis with Function-Level Language Modeling
Fenia Christopoulou
Gerasimos Lampouras
Milan Gritta
Guchun Zhang
Yinpeng Guo
...
Guangtai Liang
Jia Wei
Xin Jiang
Qianxiang Wang
Qun Liu
ELM
SyDa
ALM
45
74
0
22 Jul 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
Hung Le
Yue Wang
Akhilesh Deepak Gotmare
Silvio Savarese
S. Hoi
SyDa
ALM
129
240
0
05 Jul 2022
GitHub Copilot AI pair programmer: Asset or Liability?
Arghavan Moradi Dakhel
Vahid Majdinasab
Amin Nikanjam
Foutse Khomh
Michel C. Desmarais
Zhen Ming
Z. Jiang
26
331
0
30 Jun 2022
DeepPERF: A Deep Learning-Based Approach For Improving Software Performance
Spandan Garg
Roshanak Zilouchian Moghaddam
Colin B. Clement
Neel Sundaresan
Chen Henry Wu
34
7
0
27 Jun 2022
InCoder: A Generative Model for Code Infilling and Synthesis
Daniel Fried
Armen Aghajanyan
Jessy Lin
Sida I. Wang
Eric Wallace
Freda Shi
Ruiqi Zhong
Wen-tau Yih
Luke Zettlemoyer
M. Lewis
SyDa
28
626
0
12 Apr 2022
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
Erik Nijkamp
Bo Pang
Hiroaki Hayashi
Lifu Tu
Haiquan Wang
Yingbo Zhou
Silvio Savarese
Caiming Xiong
ELM
63
973
0
25 Mar 2022
From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems
I. Jackson
M. J. Sáenz
16
8
0
24 Feb 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective
Erfan Al-Hossami
Samira Shaikh
26
6
0
10 Feb 2022
Competition-Level Code Generation with AlphaCode
Yujia Li
David Choi
Junyoung Chung
Nate Kushman
Julian Schrittwieser
...
Esme Sutherland Robson
Pushmeet Kohli
Nando de
Koray Kavukcuoglu
Oriol Vinyals
26
1,295
0
08 Feb 2022
Semantic Code Classification for Automated Machine Learning
P. Guseva
Anastasia Drozdova
N. Denisenko
Daria Sapozhnikova
Ivan Pyaternev
Anna Scherbakova
A.E. Ustuzhanin
21
0
0
25 Jan 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Yue Wang
Weishi Wang
Shafiq R. Joty
S. Hoi
235
1,489
0
02 Sep 2021
What do pre-trained code models know about code?
Anjan Karmakar
Romain Robbes
ELM
26
87
0
25 Aug 2021
CGEMs: A Metric Model for Automatic Code Generation using GPT-3
Aishwarya Narasimhan
Krishna Prasad Agara Venkatesha Rao
Veena M B B M S College of Engineering
11
18
0
23 Aug 2021
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons
Dawn Drain
Colin B. Clement
Guillermo Serrato
Neel Sundaresan
17
31
0
19 May 2021
Unified Pre-training for Program Understanding and Generation
Wasi Uddin Ahmad
Saikat Chakraborty
Baishakhi Ray
Kai-Wei Chang
18
749
0
10 Mar 2021
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Elena Voita
Rico Sennrich
Ivan Titov
195
181
0
03 Sep 2019
Text Summarization with Pretrained Encoders
Yang Liu
Mirella Lapata
MILM
258
1,432
0
22 Aug 2019
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