Title
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Scaling Granite Code Models to 128K Context Matt Stallone Vaibhav Saxena Leonid Karlinsky Bridget McGinn Tim Bula ... Rogerio Feris Nirmit Desai David D. Cox Ruchir Puri Yikang Shen 45 4 0 18 Jul 2024
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Benchmarking Language Model Creativity: A Case Study on Code Generation Yining Lu Dixuan Wang Tianjian Li Dongwei Jiang Daniel Khashabi Meng Jiang Daniel Khashabi LRM 59 10 0 12 Jul 2024
Learning Program Behavioral Models from Synthesized Input-Output Pairs Tural Mammadov Dietrich Klakow Alexander Koller Andreas Zeller 45 3 0 11 Jul 2024
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning Nan Xu Fei Wang Sheng Zhang Hoifung Poon Muhao Chen 43 6 0 01 Jul 2024
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CodeRAG-Bench: Can Retrieval Augment Code Generation? Zora Z. Wang Akari Asai Xinyan Velocity Yu Frank F. Xu Yiqing Xie Graham Neubig Daniel Fried RALM 80 31 0 20 Jun 2024
Measuring memorization in RLHF for code completion Aneesh Pappu Billy Porter Ilia Shumailov Jamie Hayes 33 0 0 17 Jun 2024
VersiCode: Towards Version-controllable Code Generation Tongtong Wu Weigang Wu Xingyu Wang Kang Xu Suyu Ma Bo Jiang Ping Yang Zhenchang Xing Yuan-Fang Li Gholamreza Haffari 45 4 0 11 Jun 2024
Enhancing Repository-Level Code Generation with Integrated Contextual Information Zhiyuan Pan Xing Hu Xin Xia Xiaohu Yang 34 3 0 05 Jun 2024
A Survey on Large Language Models for Code Generation Juyong Jiang Fan Wang Jiasi Shen Sungju Kim Sunghun Kim 56 169 0 01 Jun 2024
RLSF: Reinforcement Learning via Symbolic Feedback Piyush Jha Prithwish Jana Arnav Arora Vijay Ganesh LRM 49 3 0 26 May 2024
DocuMint: Docstring Generation for Python using Small Language Models Bibek Poudel Adam Cook Sekou Traore Shelah Ameli ALM 35 1 0 16 May 2024
Granite Code Models: A Family of Open Foundation Models for Code Intelligence Mayank Mishra Matt Stallone Gaoyuan Zhang Songlin Yang Aditya Prasad ... Amith Singhee Nirmit Desai David D. Cox Ruchir Puri Yikang Shen AI4TS 63 58 0 07 May 2024
Constrained Decoding for Secure Code Generation Yanjun Fu Ethan Baker Yu Ding Yizheng Chen AAML 46 8 0 30 Apr 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 55 401 0 20 Mar 2024