Title
CodeMind: A Framework to Challenge Large Language Models for Code Reasoning Changshu Liu Shizhuo Dylan Zhang Ali Reza Ibrahimzada Reyhaneh Jabbarvand ELM ReCod LRM 33 0 0 15 Feb 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 26 1 0 08 Feb 2024
EffiBench: Benchmarking the Efficiency of Automatically Generated Code Dong Huang Yuhao Qing Weiyi Shang Heming Cui Jie M. Zhang 85 31 0 03 Feb 2024
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback Shihan Dou Yan Liu Haoxiang Jia Limao Xiong Enyu Zhou ... Tao Ji Rui Zheng Qi Zhang Xuanjing Huang Tao Gui LLMAG 65 30 0 02 Feb 2024
Getting the most out of your tokenizer for pre-training and domain adaptation Gautier Dagan Gabriele Synnaeve Baptiste Rozière 34 20 0 01 Feb 2024
Finetuning Large Language Models for Vulnerability Detection Alexey Shestov Rodion Levichev Ravil Mussabayev Evgeny Maslov Anton Cheshkov Pavel Zadorozhny 13 27 0 30 Jan 2024
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence Daya Guo Qihao Zhu Dejian Yang Zhenda Xie Kai Dong ... Yu-Huan Wu Y. K. Li Fuli Luo Yingfei Xiong W. Liang ELM 62 672 0 25 Jan 2024
FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design Haojun Xia Zhen Zheng Xiaoxia Wu Shiyang Chen Zhewei Yao ... Donglin Zhuang Zhongzhu Zhou Olatunji Ruwase Yuxiong He Shuaiwen Leon Song MQ 35 14 0 25 Jan 2024
Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion Dylan Zhang Curt Tigges Zory Zhang Stella Biderman Maxim Raginsky Talia Ringer 24 11 0 23 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
When Neural Code Completion Models Size up the Situation: Attaining Cheaper and Faster Completion through Dynamic Model Inference Zhensu Sun Xiaoning Du Fu Song Shangwen Wang Li Li 33 10 0 18 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 14 4 0 16 Jan 2024
JumpCoder: Go Beyond Autoregressive Coder via Online Modification Mouxiang Chen Hao Tian Zhongxi Liu Xiaoxue Ren Jianling Sun SyDa KELM 43 2 0 15 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 40 2 0 15 Jan 2024
Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers Yuling Shi Hongyu Zhang Chengcheng Wan Xiaodong Gu DeLMO 27 3 0 12 Jan 2024
3D-PreMise: Can Large Language Models Generate 3D Shapes with Sharp Features and Parametric Control? Zeqing Yuan Haoxuan Lan Qiang Zou Junbo Zhao AI4CE 33 3 0 12 Jan 2024
Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs Ziyu Li Donghwan Shin 25 17 0 11 Jan 2024
TinyLlama: An Open-Source Small Language Model Peiyuan Zhang Guangtao Zeng Tianduo Wang Wei Lu ALM LRM 52 359 0 04 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 35 65 0 04 Jan 2024
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models Terry Yue Zhuo A. Zebaze Nitchakarn Suppattarachai Leandro von Werra H. D. Vries Qian Liu Niklas Muennighoff ALM 41 15 0 01 Jan 2024
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation Dong Huang Jie M.Zhang Michael Luck Qi Bu Yuhao Qing Heming Cui LLMAG 25 0 0 20 Dec 2023
FoMo Rewards: Can we cast foundation models as reward functions? Ekdeep Singh Lubana Johann Brehmer P. D. Haan Taco S. Cohen OffRL LRM 48 2 0 06 Dec 2023
Inherent limitations of LLMs regarding spatial information He Yan Xinyao Hu Xiangpeng Wan Chengyu Huang Kai Zou Shiqi Xu LRM 33 2 0 05 Dec 2023
Competition-Level Problems are Effective LLM Evaluators Yiming Huang Zheng-Wen Lin Xiao Liu Yeyun Gong Shuai Lu ... Yaobo Liang Yelong Shen Chen Lin Nan Duan Weizhu Chen ELM LRM 35 25 0 04 Dec 2023
CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models Jinfeng Zhou Zhuang Chen Dazhen Wan Bosi Wen Yi Song ... Wenjing Hou Yijia Zhang Yuxiao Dong Jie Tang Minlie Huang LLMAG AI4CE OSLM 98 24 0 28 Nov 2023
One Pass Streaming Algorithm for Super Long Token Attention Approximation in Sublinear Space Raghav Addanki Chenyang Li Zhao Song Chiwun Yang 50 3 0 24 Nov 2023
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 33 27 0 24 Nov 2023
AcademicGPT: Empowering Academic Research Shufa Wei Xiaolong Xu Xianbiao Qi Xi Yin Jun Xia ... Chihao Dai Lihua Wang Xiaohui Liu Lei Zhang Yutao Xie LM&MA 47 3 0 21 Nov 2023
Refactoring Programs Using Large Language Models with Few-Shot Examples Atsushi Shirafuji Yusuke Oda Jun Suzuki Makoto Morishita Yutaka Watanobe 24 33 0 20 Nov 2023
INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair Hanbin Wang Zhenghao Liu Shuo Wang Ganqu Cui Ning Ding Zhiyuan Liu Ge Yu KELM LRM 32 8 0 16 Nov 2023
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation Weixiang Yan Haitian Liu Yunkun Wang Yunzhe Li Qian Chen ... Tingyu Lin Weishan Zhao Li Zhu Hari Sundaram Shuiguang Deng ELM LRM 34 35 0 14 Nov 2023
A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily Peng Ding Jun Kuang Dan Ma Xuezhi Cao Yunsen Xian Jiajun Chen Shujian Huang AAML 36 97 0 14 Nov 2023
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection Yangkai Du Tengfei Ma Lingfei Wu Xuhong Zhang Shouling Ji 27 3 0 13 Nov 2023
Safurai-Csharp: Harnessing Synthetic Data to improve language-specific Code LLM Davide Cifarelli Leonardo Boiardi Alessandro Puppo Leon Jovanovic SyDa 13 1 0 06 Nov 2023
Post Turing: Mapping the landscape of LLM Evaluation Alexey Tikhonov Ivan P. Yamshchikov ELM 51 4 0 03 Nov 2023
Language Agnostic Code Embeddings Saiteja Utpala Alex Gu Pin-Yu Chen 39 1 0 25 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 32 22 0 23 Oct 2023
PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain Wei-wei Zhu Xiaoling Wang Huanran Zheng Mosha Chen Buzhou Tang ELM LM&MA 21 33 0 22 Oct 2023
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task Maya Okawa Ekdeep Singh Lubana Robert P. Dick Hidenori Tanaka CoGe DiffM 39 44 0 13 Oct 2023
CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model Peng Di Jianguo Li Hang Yu Wei Jiang Wenting Cai ... Zelin Zhao Xunjin Zheng Hailian Zhou Lifu Zhu Xianying Zhu ELM ALM AI4CE 35 12 0 10 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 63 46 0 09 Oct 2023
Zero-Shot Detection of Machine-Generated Codes Xianjun Yang Kexun Zhang Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 41 11 0 08 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao Song Chiwun Yang 27 15 0 05 Oct 2023
$$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis$ $\mathcal{B}$ -Coder: Value-Based Deep Reinforcement Learning for Program Synthesis Zishun Yu Yunzhe Tao Liyu Chen Tao Sun Hongxia Yang 32 8 0 04 Oct 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 55 1,607 0 28 Sep 2023
At Which Training Stage Does Code Data Help LLMs Reasoning? Xiaogang Jia Yue Liu Yue Yu Yuanliang Zhang Yu Jiang Changjian Wang Shanshan Li LRM SyDa 24 58 0 28 Sep 2023
Program Repair with Minimal Edits Using CodeT5 Atsushi Shirafuji Md. Mostafizer Rahman Md. Faizul Ibne Amin Yutaka Watanobe 33 9 0 26 Sep 2023
Safurai 001: New Qualitative Approach for Code LLM Evaluation Davide Cifarelli Leonardo Boiardi Alessandro Puppo ELM 19 0 0 20 Sep 2023
Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models Yuqi Zhu Jia Li♂ Ge Li Yunfei Zhao Jia Li Zhi Jin Hong Mei 36 19 0 06 Sep 2023
CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models Lingyue Fu Huacan Chai Shuang Luo Kounianhua Du Weiming Zhang ... Jingkuan Wang Siyuan Qi Kangning Zhang Weinan Zhang Yong Yu ELM 26 9 0 05 Sep 2023