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Can Machines Read Coding Manuals Yet? -- A Benchmark for Building Better
Language Models for Code Understanding

Can Machines Read Coding Manuals Yet? -- A Benchmark for Building Better Language Models for Code Understanding

15 September 2021

Ibrahim Abdelaziz

Kavitha Srinivas

Papers citing "Can Machines Read Coding Manuals Yet? -- A Benchmark for Building Better Language Models for Code Understanding"

13 / 13 papers shown

Title
Code and Named Entity Recognition in StackOverflow Jeniya Tabassum Mounica Maddela Wei Xu Alan Ritter 111 117 0 04 May 2020
A Toolkit for Generating Code Knowledge Graphs Ibrahim Abdelaziz Julian T Dolby Jamie McCusker Kavitha Srinivas 68 25 0 21 Feb 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 162 2,637 0 19 Feb 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 215 6,565 0 05 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 232 7,520 0 02 Oct 2019
Structural Language Models of Code Uri Alon Roy Sadaka Omer Levy Eran Yahav 41 18 0 30 Sep 2019
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Hamel Husain Hongqiu Wu Tiferet Gazit Miltiadis Allamanis Marc Brockschmidt ELM 130 1,079 0 20 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,226 0 27 Aug 2019
Question Relatedness on Stack Overflow: The Task, Dataset, and Corpus-inspired Models Amirreza Shirani Bowen Xu David Lo Thamar Solorio Mohammad Amin Alipour 41 12 0 03 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 265 2,315 0 02 May 2019
Recommendations for Datasets for Source Code Summarization Alexander LeClair Collin McMillan 48 118 0 04 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 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 1.1K 7,159 0 20 Apr 2018

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