代码大模型 / AI 编程

Advancing GenAI Assisted Programming--A Comparative Study on Prompt Efficiency and Code Quality Between GPT-4 and GLM-4

Angus Yang, Zehan Li, Jie Li

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments 18 pages, 4 figures, 3 tables

Dynamic Retrieval-Augmented Generation

Anton Shapkin, Denis Litvinov, Yaroslav Zharov, Egor Bogomolov, Timur Galimzyanov, Timofey Bryksin

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.LG

Comments 10 pages

Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context

Yichen Li, Yun Peng, Yintong Huo, Michael R. Lyu

专题命中 代码生成 ：repository(abstract)；分类 cs.SE、cs.AI

Language-Driven Engineering An Interdisciplinary Software Development Paradigm

Bernhard Steffen, Tiziana Margaria, Alexander Bainczyk, Steve Boßelmann, Daniel Busch, Marc Driessen, Markus Frohme, Falk Howar, Sven Jörges, Marvin Krause, Marco Krumrey, Anna-Lena Lamprecht, Michael Lybecait, Alnis Murtovi, Stefan Naujokat, Johannes Neubauer, Alexander Schieweck, Jonas Schürmann, Steven Smyth, Barbara Steffen, Fabian Storek, Tim Tegeler, Sebastian Teumert, Dominic Wirkner, Philip Zweihoff

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.PL

Comments 43 pages, 30 figures

SwissNYF: Tool Grounded LLM Agents for Black Box Setting

Somnath Sendhil Kumar, Dhruv Jain, Eshaan Agarwal, Raunak Pandey

专题命中 代码生成 ：program synthesis(abstract)；分类 cs.CL、cs.AI

Language Models are Better Bug Detector Through Code-Pair Classification

Kamel Alrashedy, Ahmed Binjahlan

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.LG

Analyzing the Effectiveness of Large Language Models on Text-to-SQL Synthesis

Richard Roberson, Gowtham Kaki, Ashutosh Trivedi

专题命中 代码生成 ：program synthesis(abstract)；分类 cs.AI、cs.PL

Using LLM such as ChatGPT for Designing and Implementing a RISC Processor: Execution,Challenges and Limitations

Shadeeb Hossain, Aayush Gohil, Yizhou Wang

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.LG

3D-PreMise: Can Large Language Models Generate 3D Shapes with Sharp Features and Parametric Control?

Zeqing Yuan, Haoxuan Lan, Qiang Zou, Junbo Zhao

专题命中 代码生成 ：program synthesis(abstract)；分类 cs.CL、cs.AI

Comments 10 pages, 6 figures

Mixtral of Experts

Albert Q. Jiang, Alexandre Sablayrolles, Antoine Roux, Arthur Mensch, Blanche Savary, Chris Bamford, Devendra Singh Chaplot, Diego de las Casas, Emma Bou Hanna, Florian Bressand, Gianna Lengyel, Guillaume Bour, Guillaume Lample, Lélio Renard Lavaud, Lucile Saulnier, Marie-Anne Lachaux, Pierre Stock, Sandeep Subramanian, Sophia Yang, Szymon Antoniak, Teven Le Scao, Théophile Gervet, Thibaut Lavril, Thomas Wang, Timothée Lacroix, William El Sayed

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.LG

Comments See more details at https://mistral.ai/news/mixtral-of-experts/

Code-Style In-Context Learning for Knowledge-Based Question Answering

Zhijie Nie, Richong Zhang, Zhongyuan Wang, Xudong Liu

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

Comments AAAI2024 Camera Ready

Capture the Flag: Uncovering Data Insights with Large Language Models

Issam Laradji, Perouz Taslakian, Sai Rajeswar, Valentina Zantedeschi, Alexandre Lacoste, Nicolas Chapados, David Vazquez, Christopher Pal, Alexandre Drouin

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.LG

Comments 14 pages, 1 figure, Foundation Models for Decision Making Workshop at NeurIPS 2023

Assessing GPT4-V on Structured Reasoning Tasks

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

Comments 9 pages, 9 figures

YUAN 2.0: A Large Language Model with Localized Filtering-based Attention

Shaohua Wu, Xudong Zhao, Shenling Wang, Jiangang Luo, Lingjun Li, Xi Chen, Bing Zhao, Wei Wang, Tong Yu, Rongguo Zhang, Jiahua Zhang, Chao Wang

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

SteloCoder: a Decoder-Only LLM for Multi-Language to Python Code Translation

Jialing Pan, Adrien Sadé, Jin Kim, Eric Soriano, Guillem Sole, Sylvain Flamant

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5?

Imen Azaiz, Oliver Deckarm, Sven Strickroth

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments accepted to the International Journal of Engineering Pedagogy (iJEP; eISSN: 2192-4880)

Journal ref International Journal of Engineering Pedagogy (iJEP), 13(8), 2023, pp. 67-83

LLM4TDD: Best Practices for Test Driven Development Using Large Language Models

Sanyogita Piya, Allison Sullivan

专题命中 代码生成 ：program synthesis(abstract)；分类 cs.SE、cs.LG

ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers

Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.CL

Comments NeurIPS 2023

Universal Self-Consistency for Large Language Model Generation

Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

LLM-Assisted Code Cleaning For Training Accurate Code Generators

Naman Jain, Tianjun Zhang, Wei-Lin Chiang, Joseph E. Gonzalez, Koushik Sen, Ion Stoica

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.LG

LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas

Kensen Shi, Hanjun Dai, Wen-Ding Li, Kevin Ellis, Charles Sutton

专题命中 代码生成 ：program synthesis(abstract)；分类 cs.LG、cs.PL

Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey

Xinyu She, Yue Liu, Yanjie Zhao, Yiling He, Li Li, Chakkrit Tantithamthavorn, Zhan Qin, Haoyu Wang

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.AI

Exploring Large Language Models for Code Explanation

Paheli Bhattacharya, Manojit Chakraborty, Kartheek N S N Palepu, Vikas Pandey, Ishan Dindorkar, Rakesh Rajpurohit, Rishabh Gupta

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments Accepted at the Forum for Information Retrieval Evaluation 2023 (IRSE Track)

SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence

Wei Fang, Yanqi Chen, Jianhao Ding, Zhaofei Yu, Timothée Masquelier, Ding Chen, Liwei Huang, Huihui Zhou, Guoqi Li, Yonghong Tian

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.LG

Comments Accepted in Science Advances (https://www.science.org/doi/10.1126/sciadv.adi1480)

ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games

Ruoyao Wang, Graham Todd, Eric Yuan, Ziang Xiao, Marc-Alexandre Côté, Peter Jansen

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

Comments Accepted to EMNLP 2023

From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions

Peter Jansen

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

Comments Accepted to EMNLP 2023 (Findings)

LORD: Low Rank Decomposition Of Monolingual Code LLMs For One-Shot Compression

Ayush Kaushal, Tejas Vaidhya, Irina Rish

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

Comments 9 pages

OpenAi's GPT4 as coding assistant

Lefteris Moussiades, George Zografos

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments 10 pages

GrACE: Generation using Associated Code Edits

Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.LG

An Empirical Study of AI-based Smart Contract Creation

Rabimba Karanjai, Edward Li, Lei Xu, Weidong Shi

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.LG

Comments Updated to address issues