Unifying the Perspectives of NLP and Software Engineering: A Survey on
Language Models for Code

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Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

14 November 2023

Ziyin Zhang

Hang Yu

Rui Wang

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Papers citing "Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code"

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Title
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 182 18 0 20 Jan 2025
BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks Shubham Gandhi Manasi Patwardhan Lovekesh Vig Gautam M. Shroff LLMAG 116 1 0 12 Nov 2024
Mastering the Craft of Data Synthesis for CodeLLMs Meng Chen Philip Arthur Qianyu Feng Cong Duy Vu Hoang Yu-Heng Hong ... Mark Johnson Kemal Kurniawan Don Dharmasiri Long Duong Yuan-Fang Li SyDa 136 1 0 16 Oct 2024
GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding Ziyin Zhang Hang Yu Shijie Li Peng Di Jianguo Li Rui Wang 128 3 0 06 Sep 2024
Natural Language Outlines for Code: Literate Programming in the LLM Era Kensen Shi Deniz Altınbüken Saswat Anand Mihai Christodorescu Katja Grünwedel ... Tobias Welp Pengcheng Yin Manzil Zaheer Satish Chandra Charles Sutton 120 6 0 09 Aug 2024
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery Xiaoshuai Song Muxi Diao Guanting Dong Zhengyang Wang Yujia Fu ... Yejie Wang Zhuoma Gongque Jianing Yu Qiuna Tan Weiran Xu ELM 137 15 0 12 Jun 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 117 41 0 08 May 2024