Is Programming by Example solved by LLMs?

Is Programming by Example solved by LLMs?

12 June 2024

Wen-Ding Li

Papers citing "Is Programming by Example solved by LLMs?"

7 / 7 papers shown

Title
CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis Anjiang Wei Tarun Suresh Jiannan Cao Naveen Kannan Yuheng Wu Kai Yan Thiago S. F. X. Teixeira Ke Wang Alex Aiken ELM LRM 41 0 0 29 Mar 2025
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis Jonas Belouadi Eddy Ilg M. Keuper Hideki Tanaka Masao Utiyama Raj Dabre Steffen Eger Simone Paolo Ponzetto 50 0 0 14 Mar 2025
Programming by Examples Meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction Atharva Naik Darsh Agrawal Hong Sng Clayton Marr Kexun Zhang ... Kalvin Chang Rebecca Byrnes Aravind Mysore Carolyn Rose David R. Mortensen 24 0 0 27 Jan 2025
Can Large Language Models Code Like a Linguist?: A Case Study in Low Resource Sound Law Induction Atharva Naik Kexun Zhang Nathaniel R. Robinson Aravind Mysore Clayton Marr Hong Sng Rebecca Byrnes Anna Cai Kalvin Chang David R. Mortensen 45 0 0 18 Jun 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 178 780 0 02 May 2023
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 124 232 0 05 Jul 2022
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 194 614 0 20 May 2021