Papers citing "Evaluating Large Language Models Trained on Code"

50 / 856 papers shown

Title
Learning to Learn with Generative Models of Neural Network Checkpoints William S. Peebles Ilija Radosavovic Tim Brooks Alexei A. Efros Jitendra Malik UQCV 73 64 0 26 Sep 2022
NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries Yiru Chen Ryan Li Austin Mac Tianbao Xie Tao Yu Eugene Wu 36 13 0 19 Sep 2022
Malicious Source Code Detection Using Transformer Chen Tsfaty Michael Fire 29 4 0 16 Sep 2022
Exploring Code Style Transfer with Neural Networks Karl Munson Anish Savla Chih-Kai Ting Serenity Wade Kiran Kate Kavitha Srinivas CLIP 16 0 0 13 Sep 2022
Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems Zhensu Sun Xiaoning Du Fu Song Shangwen Wang Mingze Ni Li Li 21 10 0 13 Sep 2022
AudioLM: a Language Modeling Approach to Audio Generation Zalan Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin ... Dominik Roblek O. Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AuLLM 28 566 0 07 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 28 109 0 31 Aug 2022
Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants Gustavo Sandoval Hammond Pearce Teo Nys Ramesh Karri S. Garg Brendan Dolan-Gavitt ELM 22 90 0 20 Aug 2022
A Survey on Open Information Extraction from Rule-based Model to Large Language Model Pai Liu Wenya Gao Wenjie Dong Lin Ai Wen Dong Songfang Huang Zongsheng Li Ehsan Hoque Julia Hirschberg Yue Zhang 32 2 0 18 Aug 2022
MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation Federico Cassano John Gouwar Daniel Nguyen S. Nguyen Luna Phipps-Costin ... Carolyn Jane Anderson Molly Q. Feldman Arjun Guha Michael Greenberg Abhinav Jangda ELM 22 81 0 17 Aug 2022
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models Hendrik Strobelt Albert Webson Victor Sanh Benjamin Hoover Johanna Beyer Hanspeter Pfister Alexander M. Rush VLM 25 135 0 16 Aug 2022
Interactive Code Generation via Test-Driven User-Intent Formalization Shuvendu K. Lahiri Sarah Fakhoury Aaditya Naik Georgios Sakkas Saikat Chakraborty ... Piali Choudhury Curtis von Veh J. Inala Chenglong Wang Jianfeng Gao 16 63 0 11 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 28 5 0 01 Aug 2022
Learning from flowsheets: A generative transformer model for autocompletion of flowsheets Gabriel Vogel Lukas Schulze Balhorn Artur M. Schweidtmann AI4CE 35 33 0 01 Aug 2022
A Hazard Analysis Framework for Code Synthesis Large Language Models Heidy Khlaaf Pamela Mishkin Joshua Achiam Gretchen Krueger Miles Brundage ELM 17 28 0 25 Jul 2022
Neurosymbolic Repair for Low-Code Formula Languages Rohan Bavishi Harshit Joshi José Pablo Cambronero Sánchez Anna Fariha Sumit Gulwani Vu Le Ivan Radicek A. Tiwari 16 13 0 24 Jul 2022
PanGu-Coder: Program Synthesis with Function-Level Language Modeling Fenia Christopoulou Gerasimos Lampouras Milan Gritta Guchun Zhang Yinpeng Guo ... Guangtai Liang Jia Wei Xin Jiang Qianxiang Wang Qun Liu ELM SyDa ALM 36 74 0 22 Jul 2022
CodeT: Code Generation with Generated Tests Bei Chen Fengji Zhang A. Nguyen Daoguang Zan Zeqi Lin Jian-Guang Lou Weizhu Chen 36 316 0 21 Jul 2022
Mimetic Models: Ethical Implications of AI that Acts Like You Reid McIlroy-Young Jon M. Kleinberg S. Sen Solon Barocas Ashton Anderson 11 16 0 19 Jul 2022
Can large language models reason about medical questions? Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 19 299 0 17 Jul 2022
Language Models (Mostly) Know What They Know Saurav Kadavath Tom Conerly Amanda Askell T. Henighan Dawn Drain ... Nicholas Joseph Benjamin Mann Sam McCandlish C. Olah Jared Kaplan ELM 44 712 0 11 Jul 2022
Exploring Length Generalization in Large Language Models Cem Anil Yuhuai Wu Anders Andreassen Aitor Lewkowycz Vedant Misra V. Ramasesh Ambrose Slone Guy Gur-Ari Ethan Dyer Behnam Neyshabur ReLM LRM 30 158 0 11 Jul 2022
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action Dhruv Shah B. Osinski Brian Ichter Sergey Levine LM&Ro 144 436 0 10 Jul 2022
Few-shot training LLMs for project-specific code-summarization Toufique Ahmed Prem Devanbu 179 213 0 09 Jul 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 126 237 0 05 Jul 2022
Rationale-Augmented Ensembles in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Denny Zhou ReLM LRM 35 124 0 02 Jul 2022
GitHub Copilot AI pair programmer: Asset or Liability? Arghavan Moradi Dakhel Vahid Majdinasab Amin Nikanjam Foutse Khomh Michel C. Desmarais Zhen Ming Z. Jiang 26 331 0 30 Jun 2022
Solving Quantitative Reasoning Problems with Language Models Aitor Lewkowycz Anders Andreassen David Dohan Ethan Dyer Henryk Michalewski ... Theo Gutman-Solo Yuhuai Wu Behnam Neyshabur Guy Gur-Ari Vedant Misra ReLM ELM LRM 56 739 0 29 Jun 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 250 440 0 21 Jun 2022
Insights into Pre-training via Simpler Synthetic Tasks Yuhuai Wu Felix Li Percy Liang AIMat 24 20 0 21 Jun 2022
XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence Ming Zhu Aneesh Jain Karthik Suresh Roshan Ravindran Sindhu Tipirneni Chandan K. Reddy 27 69 0 16 Jun 2022
CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation Daoguang Zan Bei Chen Dejian Yang Zeqi Lin Minsu Kim Bei Guan Yongji Wang Weizhu Chen Jian-Guang Lou 14 120 0 14 Jun 2022
X-Risk Analysis for AI Research Dan Hendrycks Mantas Mazeika 27 67 0 13 Jun 2022
Attention Flows for General Transformers Niklas Metzger Christopher Hahn Julian Siber Frederik Schmitt Bernd Finkbeiner 34 0 0 30 May 2022
Towards Learning Universal Hyperparameter Optimizers with Transformers Yutian Chen Xingyou Song Chansoo Lee Z. Wang Qiuyi Zhang ... Greg Kochanski Arnaud Doucet MarcÁurelio Ranzato Sagi Perel Nando de Freitas 24 63 0 26 May 2022
Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL Ruiqi Zhong Charles Burton Snell Dan Klein Jason Eisner 19 8 0 25 May 2022
Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration Kaijian Li Shansan Gong Kenny Q. Zhu 19 0 0 21 May 2022
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation Ta-Chung Chi Ting-Han Fan Peter J. Ramadge Alexander I. Rudnicky 39 65 0 20 May 2022
A Precis of Language Models are not Models of Language Csaba Veres 32 3 0 16 May 2022
A Generalist Agent Scott E. Reed Konrad Zolna Emilio Parisotto Sergio Gomez Colmenarejo Alexander Novikov ... Yutian Chen R. Hadsell Oriol Vinyals Mahyar Bordbar Nando de Freitas LM&Ro LLMAG AI4CE 54 783 0 12 May 2022
Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks K. M. Collins Catherine Wong Jiahai Feng Megan Wei J. Tenenbaum LRM 20 56 0 11 May 2022
GitRank: A Framework to Rank GitHub Repositories N. Hasabnis 13 3 0 04 May 2022
Learning to Parallelize in a Shared-Memory Environment with Transformers Reém Harel Yuval Pinter Gal Oren 45 17 0 27 Apr 2022
Natural Language to Code Translation with Execution Freda Shi Daniel Fried Marjan Ghazvininejad Luke Zettlemoyer Sida I. Wang 30 123 0 25 Apr 2022
A Taxonomy of Prompt Modifiers for Text-To-Image Generation J. Oppenlaender 15 102 0 20 Apr 2022
Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model Carina Negreanu Alperen Karaoglu Jack Williams Shuang Chen Daniel Fabian Andrew D. Gordon Chin-Yew Lin RALM AIMat LMTD 19 2 0 14 Apr 2022
GPT-NeoX-20B: An Open-Source Autoregressive Language Model Sid Black Stella Biderman Eric Hallahan Quentin G. Anthony Leo Gao ... Shivanshu Purohit Laria Reynolds J. Tow Benqi Wang Samuel Weinbach 61 800 0 14 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 22 625 0 12 Apr 2022
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback Yuntao Bai Andy Jones Kamal Ndousse Amanda Askell Anna Chen ... Jack Clark Sam McCandlish C. Olah Benjamin Mann Jared Kaplan 69 2,308 0 12 Apr 2022
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language Andy Zeng Maria Attarian Brian Ichter K. Choromanski Adrian S. Wong ... Michael S. Ryoo Vikas Sindhwani Johnny Lee Vincent Vanhoucke Peter R. Florence ReLM LRM 13 571 0 01 Apr 2022