代码大模型 / AI 编程

EcoSearch: A Constant-Delay Best-First Search Algorithm for Program Synthesis

Théo Matricon, Nathanaël Fijalkow, Guillaume Lagarde

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

Comments Extended version of AAAI 2025

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation

Jaeseok Yoo, Hojae Han, Youngwon Lee, Jaejin Kim, Seung-won Hwang

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

Comments Accepted by COLING 2025 main conference

A Preliminary Study of Multilingual Code Language Models for Code Generation Task Using Translated Benchmarks

Rohit Dandamudi, Gema Rodríguez-Pérez

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

Comments 5 pages, ASEW 2024

Journal ref ASEW 2024: Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops, Pages 94 - 99

Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation

Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang

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

Comments 13 pages, 7 figures, 7 tables, under peer-review

See-Saw Generative Mechanism for Scalable Recursive Code Generation with Generative AI

Ruslan Idelfonso Magaña Vsevolodovna

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

Comments 18 pages, 4 figures

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation

Shuyang Hou, Haoyue Jiao, Zhangxiao Shen, Jianyuan Liang, Anqi Zhao, Xiaopu Zhang, Jianxun Wang, Huayi Wu

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

Clover: Closed-Loop Verifiable Code Generation

Chuyue Sun, Ying Sheng, Oded Padon, Clark Barrett

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

Comments add appendix

Self-Explained Keywords Empower Large Language Models for Code Generation

Lishui Fan, Mouxiang Chen, Zhongxin Liu

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

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

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

Comments Accepted by EMNLP 2024 main conference, long paper

Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models

Jiasheng Zheng, Boxi Cao, Zhengzhao Ma, Ruotong Pan, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

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

Comments We release benchmark at https://github.com/jszheng21/RACE and leaderboard at https://huggingface.co/spaces/jszheng/RACE_leaderboard

CodeJudge: Evaluating Code Generation with Large Language Models

Weixi Tong, Tianyi Zhang

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

Comments Accepted to EMNLP 2024 (Main, Long Paper)

AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation

Ziyang Luo, Xin Li, Hongzhan Lin, Jing Ma, Lidong Bing

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

Comments EMNLP 2024

A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models

Yixi Wu, Pengfei He, Zehao Wang, Shaowei Wang, Yuan Tian, Tse-Hsun Chen

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

Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation

Seonghyeon Lee, Suyeon Kim, Joonwon Jang, Heejae Chon, Dongha Lee, Hwanjo Yu

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

Comments EMNLP 2024 Findings Short

Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization

Zhi Chen, Lingxiao Jiang

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

Comments Paper accepted to the ASE 2024 Conference Research Track

AbstractBeam: Enhancing Bottom-Up Program Synthesis using Library Learning

Janis Zenkner, Lukas Dierkes, Tobias Sesterhenn, Chrisitan Bartelt

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

Can OpenSource beat ChatGPT? -- A Comparative Study of Large Language Models for Text-to-Code Generation

Luis Mayer, Christian Heumann, Matthias Aßenmacher

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

Comments Conference Paper accepted at the 9th SwissText Conference (2024)

Evaluating Language Models for Efficient Code Generation

Jiawei Liu, Songrun Xie, Junhao Wang, Yuxiang Wei, Yifeng Ding, Lingming Zhang

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

Functional Overlap Reranking for Neural Code Generation

Hung Quoc To, Minh Huynh Nguyen, Nghi D. Q. Bui

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

Comments ACL 2024, Long Findings

ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models

Hojae Han, Jaejin Kim, Jaeseok Yoo, Youngwon Lee, Seung-won Hwang

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

Comments Accepted by ACL 2024 main conference

Constrained Decoding for Secure Code Generation

Yanjun Fu, Ethan Baker, Yu Ding, Yizheng Chen

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

Comments 17 pages, 9 figures, our website is available at https://codeguardplus.github.io

A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation

Nastaran Bassamzadeh, Chhaya Methani

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

Comments 8 pages, 1 figure

DocCGen: Document-based Controlled Code Generation

Sameer Pimparkhede, Mehant Kammakomati, Srikanth Tamilselvam, Prince Kumar, Ashok Pon Kumar, Pushpak Bhattacharyya

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

AST-T5: Structure-Aware Pretraining for Code Generation and Understanding

Linyuan Gong, Mostafa Elhoushi, Alvin Cheung

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

Comments 15 pages; ICML 2024: https://icml.cc/virtual/2024/poster/33601

VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation

Prashanth Vijayaraghavan, Luyao Shi, Stefano Ambrogio, Charles Mackin, Apoorva Nitsure, David Beymer, Ehsan Degan

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

Comments 6 pages, 3 Figures, LAD'24

Magicoder: Empowering Code Generation with OSS-Instruct

Yuxiang Wei, Zhe Wang, Jiawei Liu, Yifeng Ding, Lingming Zhang

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

Comments Published at ICML 2024

Self-Infilling Code Generation

Lin Zheng, Jianbo Yuan, Zhi Zhang, Hongxia Yang, Lingpeng Kong

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

Comments ICML 2024 camera ready; Code available at https://github.com/LZhengisme/self-infilling

Program Synthesis using Inductive Logic Programming for the Abstraction and Reasoning Corpus

Filipe Marinho Rocha, Inês Dutra, Vítor Santos Costa

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

Assessing GPT-4-Vision's Capabilities in UML-Based Code Generation

Gábor Antal, Richárd Vozár, Rudolf Ferenc

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

Prompt Selection and Augmentation for Few Examples Code Generation in Large Language Model and its Application in Robotics Control

On Tai Wu, Frodo Kin Sun Chan, Zunhao Zhang, Yan Nei Law, Benny Drescher, Edmond Shiao Bun Lai

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

Comments 17 pages, 4 figures