Large Language Models Meet NL2Code: A Survey

19 December 2022

Daoguang Zan

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

35 / 35 papers shown

Title
OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification Shangyu Li Juyong Jiang Tiancheng Zhao Jiasi Shen 41 0 0 29 Apr 2025
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 49 0 0 28 Apr 2025
Multimodal graph representation learning for website generation based on visual sketch Tung D. Vu Chung Hoang Truong-Son Hy 3DV 48 0 0 25 Apr 2025
MDEval: Evaluating and Enhancing Markdown Awareness in Large Language Models Zhongpu Chen Y. Liu Long Shi Zhi-Jie Wang Xingyan Chen Yu Zhao Fuji Ren 36 0 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 53 5 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 62 0 0 23 Dec 2024
Human-In-the-Loop Software Development Agents Wannita Takerngsaksiri Jirat Pasuksmit Patanamon Thongtanunam C. Tantithamthavorn Ruixiong Zhang Fan Jiang Jing Li Evan Cook K. Chen Ming Wu LLMAG 86 1 0 19 Nov 2024
Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models Nirmal Joshua Kapu Mihit Sreejith 20 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 Yuchen Li Qiuwu Chen ALM 43 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 K. K. Don Dharmasiri Long Duong Yuan-Fang Li SyDa 43 1 0 16 Oct 2024
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 36 1 0 09 Oct 2024
RAGent: Retrieval-based Access Control Policy Generation Sakuna Jayasundara N. Arachchilage Giovanni Russello 26 1 0 08 Sep 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 65 125 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 35 16 0 24 Apr 2024
Semantically Aligned Question and Code Generation for Automated Insight Generation Ananya Singha Bhavya Chopra Anirudh Khatry Sumit Gulwani Austin Z. Henley Vu Le Chris Parnin Mukul Singh Microsoft Belgium 24 2 0 21 Mar 2024
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 37 0 0 13 Mar 2024
Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models Xianzhen Luo Qingfu Zhu Zhiming Zhang Xu Wang Qing Yang Dongliang Xu Wanxiang Che ALM 19 2 0 01 Mar 2024
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation Zhen Guo Adriana Meza Soria Wei Sun Yikang Shen Rameswar Panda ELM ALM 30 1 0 14 Feb 2024
Are LLMs Ready for Real-World Materials Discovery? Santiago Miret N. M. A. Krishnan 22 25 0 07 Feb 2024
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks Wentao Zou Qi Li Jidong Ge Chuanyi Li Xiaoyu Shen LiGuo Huang Bin Luo 16 5 0 25 Dec 2023
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 11 1 0 12 Dec 2022
When Language Model Meets Private Library Daoguang Zan Bei Chen Zeqi Lin Bei Guan Yongji Wang Jian-Guang Lou ALM 64 68 0 31 Oct 2022
Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun Sanjay Krishna Gouda Zijian Wang Xiaopeng Li Yuchen Tian ... Baishakhi Ray Parminder Bhatia Sudipta Sengupta Dan Roth Bing Xiang ELM 99 117 0 26 Oct 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 116 232 0 05 Jul 2022
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 136 212 0 30 Jun 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 188 624 0 26 Feb 2022
Training and Evaluating a Jupyter Notebook Data Science Assistant Shubham Chandel Colin B. Clement Guillermo Serrato Neel Sundaresan 32 43 0 30 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 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 201 412 0 24 Jan 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 196 1,451 0 02 Sep 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 189 614 0 20 May 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 183 1,098 0 09 Feb 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 236 1,508 0 31 Dec 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 46 127 0 13 Feb 2020