Large Language Models Meet NL2Code: A Survey

19 December 2022

Daoguang Zan

Papers citing "Large Language Models Meet NL2Code: A Survey"

34 / 34 papers shown

Title
CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain LingXiang Wang Hainan Zhang Qinnan Zhang Ziwei Wang Hongwei Zheng Jin Dong Zhiming Zheng 96 0 0 28 Apr 2025
CodeCrash: Stress Testing LLM Reasoning under Structural and Semantic Perturbations Man Ho Lam Chaozheng Wang Jen-tse Huang Michael R. Lyu LRM 53 0 0 19 Apr 2025
Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models Anastasiia Grishina Vadim Liventsev Aki Härmä Leon Moonen ELM 119 0 0 10 Mar 2025
GiFT: Gibbs Fine-Tuning for Code Generation Haochen Li Wanjin Feng Xin Zhou Zhiqi Shen SyDa 99 1 0 17 Feb 2025
MDEval: Evaluating and Enhancing Markdown Awareness in Large Language Models Zhongpu Chen Yixiao Liu Long Shi Zhi-Jie Wang Xingyan Chen Yu Zhao Fuji Ren 74 1 0 28 Jan 2025
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Yeounoh Chung Gaurav Tarlok Kakkar Yu Gan Brenton Milne Fatma Ozcan RALM 82 6 0 21 Jan 2025
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models Huawen Feng Pu Zhao Qingfeng Sun Can Xu Fangkai Yang ... Qianli Ma Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang AAML ALM 87 0 0 23 Dec 2024
Human-In-the-Loop Software Development Agents Wannita Takerngsaksiri Jirat Pasuksmit Patanamon Thongtanunam Chakkrit Tantithamthavorn Ruixiong Zhang Fan Jiang Jing Li Evan Cook Kun Chen Ming Wu LLMAG 115 4 0 19 Nov 2024
BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks Shubham Gandhi Manasi Patwardhan Lovekesh Vig Gautam M. Shroff LLMAG 67 1 0 12 Nov 2024
Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models Nirmal Joshua Kapu Mihit Sreejith 50 0 0 30 Oct 2024
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system Zeyuan Li Yangfan He Lewei He Jianhui Wang Tianyu Shi Bin Lei Tianyu Shi Qiuwu Chen ALM 112 5 0 28 Oct 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 81 1 0 16 Oct 2024
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 71 1 0 09 Oct 2024
Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior Pedro Henrique Luz de Araujo Benjamin Roth 60 3 0 02 Jul 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 82 158 0 22 Jun 2024
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu Xiang Chen Julian McAuley Shuai Li LRM 73 20 0 24 Apr 2024
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 117 1 0 13 Mar 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 63 7 0 22 Feb 2024
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation Zhen Guo Adriana Meza Soria Wei Sun Songlin Yang Yikang Shen ELM ALM 86 1 0 14 Feb 2024
Evaluating the Text-to-SQL Capabilities of Large Language Models Nitarshan Rajkumar Raymond Li Dzmitry Bahdanau LMTD ELM 44 103 0 15 Mar 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 46 1,337 0 08 Feb 2022
Training and Evaluating a Jupyter Notebook Data Science Assistant Shubham Chandel Colin B. Clement Guillermo Serrato Neel Sundaresan 57 43 0 30 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 295 432 0 24 Jan 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 96 1,577 0 20 Jan 2022
A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level Iddo Drori Sarah J. Zhang Reece Shuttleworth Leonard Tang Albert Lu ... J. Lynch A. Shporer Nakul Verma Eugene Wu G. Strang AIMat ReLM 71 148 0 31 Dec 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 271 1,532 0 02 Sep 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 86 1,846 0 16 Aug 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 224 657 0 20 May 2021
Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 110 760 0 10 Mar 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 371 2,051 0 31 Dec 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 80 517 0 22 Sep 2020
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation R. Agashe R. Campello Arthur Zimek 47 83 0 05 Oct 2019
A Grammar-Based Structural CNN Decoder for Code Generation Zeyu Sun Qihao Zhu Lili Mou Yingfei Xiong Ge Li Lu Zhang 24 127 0 14 Nov 2018
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