GAP-Gen: Guided Automatic Python Code Generation

19 January 2022

Papers citing "GAP-Gen: Guided Automatic Python Code Generation"

31 / 31 papers shown

Title
RETROcode: Leveraging a Code Database for Improved Natural Language to Code Generation Nathanael Beau Benoît Crabbé 74 0 0 08 Apr 2025
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 280 1,552 0 02 Sep 2021
Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning E. Lagutin Daniil Gavrilov Pavel Kalaidin 50 18 0 11 Jan 2021
PyMT5: multi-mode translation of natural language and Python code with transformers Colin B. Clement Dawn Drain Jonathan Timcheck Alexey Svyatkovskiy Neel Sundaresan 49 154 0 07 Oct 2020
If beam search is the answer, what was the question? Clara Meister Tim Vieira Ryan Cotterell 48 141 0 06 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 150 441 0 02 Oct 2020
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis Shuo Ren Daya Guo Shuai Lu Long Zhou Shujie Liu Duyu Tang Neel Sundaresan M. Zhou Ambrosio Blanco Shuai Ma ELM 99 525 0 22 Sep 2020
A Transformer-based Approach for Source Code Summarization Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang ViT 79 379 0 01 May 2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking Hannah Rashkin Asli Celikyilmaz Yejin Choi Jianfeng Gao 54 153 0 30 Apr 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 140 2,613 0 19 Feb 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 103 2,090 0 10 Feb 2020
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 54 185 0 06 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 211 10,792 0 29 Oct 2019
Machine Translation from Natural Language to Code using Long-Short Term Memory K. M. T. H. Rahit Rashidul Hasan Nabil Md Hasibul Huq 34 13 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 369 20,053 0 23 Oct 2019
Do Massively Pretrained Language Models Make Better Storytellers? A. See Aneesh S. Pappu Rohun Saxena Akhila Yerukola Christopher D. Manning 87 168 0 24 Sep 2019
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Hamel Husain Hongqiu Wu Tiferet Gazit Miltiadis Allamanis Marc Brockschmidt ELM 123 1,068 0 20 Sep 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings Kawin Ethayarajh 74 868 0 02 Sep 2019
Revealing the Dark Secrets of BERT Olga Kovaleva Alexey Romanov Anna Rogers Anna Rumshisky 36 552 0 21 Aug 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 39 575 0 12 Aug 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 62 310 0 12 Jul 2019
On the Weaknesses of Reinforcement Learning for Neural Machine Translation Leshem Choshen Lior Fox Zohar Aizenbud Omri Abend 77 107 0 03 Jul 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 170 3,160 0 22 Apr 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 122 1,319 0 26 Feb 2019
Plan-And-Write: Towards Better Automatic Storytelling Lili Yao Nanyun Peng R. Weischedel Kevin Knight Dongyan Zhao Rui Yan 77 408 0 14 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 170 1,615 0 13 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 884 7,141 0 20 Apr 2018
A parallel corpus of Python functions and documentation strings for automated code documentation and code generation Antonio Valerio Miceli Barone Rico Sennrich 65 158 0 07 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 628 130,942 0 12 Jun 2017
Latent Predictor Networks for Code Generation Wang Ling Edward Grefenstette Karl Moritz Hermann Tomás Kociský A. Senior Fumin Wang Phil Blunsom 56 385 0 22 Mar 2016