Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API
Names?

Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?

14 September 2023

Liming Zhu

Papers citing "Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?"

12 / 12 papers shown

Title
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 88 49 0 24 May 2022
On the Effectiveness of Pretrained Models for API Learning M. Hadi Imam Nur Bani Yusuf Ferdian Thung K. Luong Jiang Lingxiao Fatemeh H. Fard David Lo 60 13 0 05 Apr 2022
Probing Pretrained Models of Source Code Sergey Troshin Nadezhda Chirkova ELM 63 38 0 16 Feb 2022
Quantifying Memorization Across Neural Language Models Nicholas Carlini Daphne Ippolito Matthew Jagielski Katherine Lee Florian Tramèr Chiyuan Zhang PILM 89 603 0 15 Feb 2022
Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 114 760 0 10 Mar 2021
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models Zhengbao Jiang Antonios Anastasopoulos Jun Araki Haibo Ding Graham Neubig HILM KELM 55 143 0 13 Oct 2020
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 130 1,111 0 17 Sep 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 134 2,588 0 19 Feb 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 103 1,396 0 28 Nov 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 545 2,639 0 03 Sep 2019
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 97 846 0 18 Sep 2017
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models Wojciech Samek Thomas Wiegand K. Müller XAI VLM 57 1,186 0 28 Aug 2017