CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences

14 February 2022

Papers citing "CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences"

17 / 17 papers shown

Title
Fast and Memory-Efficient Neural Code Completion Alexey Svyatkovskiy Sebastian Lee A. Hadjitofi M. Riechert Juliana Franco Miltiadis Allamanis 35 91 0 28 Apr 2020
Sequence Model Design for Code Completion in the Modern IDE Gareth Ari Aye Gail E. Kaiser 48 29 0 10 Apr 2020
Code Prediction by Feeding Trees to Transformers Seohyun Kim Jinman Zhao Yuchi Tian S. Chandra 86 220 0 30 Mar 2020
Pythia: AI-assisted Code Completion System Alexey Svyatkovskiy Ying Zhao Shengyu Fu Neel Sundaresan 53 154 0 29 Nov 2019
A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning Fang Liu Ge Li Bolin Wei Xin Xia Zhiyi Fu Zhi Jin 39 74 0 16 Sep 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 70 310 0 12 Jul 2019
Patent Claim Generation by Fine-Tuning OpenAI GPT-2 Jieh-Sheng Lee J. Hsiang 126 149 0 01 Jul 2019
The Adverse Effects of Code Duplication in Machine Learning Models of Code Miltiadis Allamanis 63 320 0 16 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Multi-Task Learning as Multi-Objective Optimization Ozan Sener V. Koltun 169 1,288 0 10 Oct 2018
Code Completion with Neural Attention and Pointer Networks Jian Li Yue Wang Michael R. Lyu Irwin King 68 236 0 27 Nov 2017
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 113 860 0 18 Sep 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,240 0 25 Jul 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 159 2,831 0 15 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 776 132,363 0 12 Jun 2017
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 107 1,669 0 26 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 413 7,969 0 17 Aug 2015