Title
Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency Leonidas Gee Milan Gritta Gerasimos Lampouras Ignacio Iacobacci 78 10 0 18 Jun 2024
Exploring Safety-Utility Trade-Offs in Personalized Language Models Anvesh Rao Vijjini Somnath Basu Roy Chowdhury Snigdha Chaturvedi 133 9 0 17 Jun 2024
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming Victor-Alexandru Pădurean Adish Singla ELM 94 3 0 14 Jun 2024
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation Cheng Yang Chufan Shi Yaxin Liu Bo Shui Junjie Wang ... Yuxiang Zhang Gongye Liu Xiaomei Nie Deng Cai Yujiu Yang MLLM LRM 92 26 0 14 Jun 2024
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery Xiaoshuai Song Muxi Diao Guanting Dong Zhengyang Wang Yujia Fu ... Yejie Wang Zhuoma Gongque Jianing Yu Qiuna Tan Weiran Xu ELM 125 14 0 12 Jun 2024
DCA-Bench: A Benchmark for Dataset Curation Agents Benhao Huang Yingzhuo Yu Jin Huang Xingjian Zhang Jiaqi Ma 87 1 0 11 Jun 2024
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling Liliang Ren Yang Liu Yadong Lu Yelong Shen Chen Liang Weizhu Chen Mamba 154 69 0 11 Jun 2024
Learning Task Decomposition to Assist Humans in Competitive Programming Jiaxin Wen Ruiqi Zhong Pei Ke Zhihong Shao Hongning Wang Minlie Huang ReLM 93 9 0 07 Jun 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning Yibo Yang Xiaojie Li Zhongzhu Zhou Shuaiwen Leon Song Jianlong Wu Liqiang Nie Guohao Li 77 14 0 07 Jun 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents Zi-Yi Dou Cheng-Fu Yang Xueqing Wu Kai-Wei Chang Nanyun Peng LRM 136 10 0 03 Jun 2024
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs Zichao Hu Junyi Jessy Li Arjun Guha Joydeep Biswas SyDa ALM 88 1 0 30 May 2024
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation Houxing Ren Mingjie Zhan Zhongyuan Wu Aojun Zhou Junting Pan Hongsheng Li SyDa 101 7 0 27 May 2024
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks Amir Saeidi Shivanshu Verma Chitta Baral Chitta Baral ALM 92 26 0 23 Apr 2024
Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition Kehua Feng Keyan Ding Hongzhi Tan Kede Ma Zhihua Wang ... Yuzhou Cheng Ge Sun Guozhou Zheng Qiang Zhang H. Chen 83 12 0 10 Apr 2024
CodeEditorBench: Evaluating Code Editing Capability of Large Language Models Jiawei Guo Ziming Li Xueling Liu Kaijing Ma Tianyu Zheng ... Xingwei Qu Xiang Yue Ge Zhang Wenhu Chen Jie Fu KELM 111 14 0 04 Apr 2024
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models Fanxu Meng Zhaohui Wang Muhan Zhang VLM 134 103 0 03 Apr 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara Frank Breitinger Mark Scanlon 120 9 0 29 Feb 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 100 8 0 22 Feb 2024
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation Zhen Guo Adriana Meza Soria Wei Sun Songlin Yang Yikang Shen ELM ALM 120 1 0 14 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 208 417 0 09 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 300 33 0 25 Jan 2024
Comparing Large Language Model AI and Human-Generated Coaching Messages for Behavioral Weight Loss Zhuoran Huang Michael P. Berry Christina Chwyl Gary Hsieh Jing Wei Evan M. Forman AI4MH 52 2 0 07 Dec 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models Junjie Liu Shaotian Yan Chen Shen Zhengdong Xiao Wenxiao Wang Jieping Ye Jieping Ye LRM 85 1 0 05 Oct 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 199 748 0 19 Sep 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 91 27 0 03 Sep 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 128 4 0 08 Aug 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 113 687 0 14 Jun 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models Aarohi Srivastava Abhinav Rastogi Abhishek Rao Abu Awal Md Shoeb Abubakar Abid ... Zhuoye Zhao Zijian Wang Zijie J. Wang Zirui Wang Ziyi Wu ELM 208 1,775 0 09 Jun 2022
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 236 5,647 0 07 Jul 2021
Programming Puzzles Tal Schuster Ashwin Kalyan Oleksandr Polozov Adam Tauman Kalai ELM 63 34 0 10 Jun 2021
Implicit Representations of Meaning in Neural Language Models Belinda Z. Li Maxwell Nye Jacob Andreas NAI MILM 62 177 0 01 Jun 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He Basel Alomair Jacob Steinhardt ELM AIMat ALM 259 703 0 20 May 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 584 4,084 0 18 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 250 4,299 0 01 Jan 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown Basel Alomair Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 509 1,946 0 14 Dec 2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks David Bieber Charles Sutton Hugo Larochelle Daniel Tarlow GNN 84 44 0 23 Oct 2020
PyMT5: multi-mode translation of natural language and Python code with transformers Colin B. Clement Dawn Drain Jonathan Timcheck Alexey Svyatkovskiy Neel Sundaresan 65 154 0 07 Oct 2020
Deep Just-In-Time Inconsistency Detection Between Comments and Source Code Sheena Panthaplackel Junyi Jessy Li Miloš Gligorić Raymond J. Mooney 41 44 0 04 Oct 2020
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration Augustus Odena Kensen Shi David Bieber Rishabh Singh Charles Sutton Hanjun Dai 144 57 0 28 Jul 2020
You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion R. Schuster Congzheng Song Eran Tromer Vitaly Shmatikov SILM AAML 110 159 0 05 Jul 2020
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning Kevin Ellis Catherine Wong Maxwell Nye Mathias Sablé-Meyer Luc Cary Lucas Morales Luke B. Hewitt Armando Solar-Lezama J. Tenenbaum NAI CLL 98 195 0 15 Jun 2020
Unsupervised Translation of Programming Languages Marie-Anne Lachaux Baptiste Roziere L. Chanussot Guillaume Lample 103 421 0 05 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 877 42,379 0 28 May 2020
Graph-based, Self-Supervised Program Repair from Diagnostic Feedback Michihiro Yasunaga Percy Liang LRM 109 175 0 20 May 2020
LambdaNet: Probabilistic Type Inference using Graph Neural Networks Jiayi Wei Maruth Goyal Greg Durrett Işıl Dillig 103 108 0 29 Apr 2020
OptTyper: Probabilistic Type Inference by Optimising Logical and Natural Constraints Irene Vlassi Pandi Earl T. Barr Andrew D. Gordon Charles Sutton 113 29 0 01 Apr 2020
Code Prediction by Feeding Trees to Transformers Seohyun Kim Jinman Zhao Yuchi Tian S. Chandra 86 220 0 30 Mar 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 165 2,667 0 19 Feb 2020
Learning to Represent Programs with Property Signatures Augustus Odena Charles Sutton 37 32 0 13 Feb 2020
Learning to Fix Build Errors with Graph2Diff Neural Networks Daniel Tarlow Subhodeep Moitra Andrew Rice Zimin Chen Pierre-Antoine Manzagol Charles Sutton E. Aftandilian GNN 107 63 0 04 Nov 2019