Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models

31 January 2023

Papers citing "Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models"

9 / 9 papers shown

Title
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee Muhammad Nabeel Asim Koichi Kise Sebastian Vollmer 98 1 0 12 Feb 2024
Evaluating Transformer Language Models on Arithmetic Operations Using Number Decomposition Matteo Muffo A. Cocco Enrico Bertino ReLM 56 25 0 21 Apr 2023
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 103 312 0 19 Dec 2022
Chatbots in a Botnet World Forrest McKee David Noever 56 26 0 18 Dec 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 87 358 0 30 Jun 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 286 2,507 0 15 Jun 2022
Data Distributional Properties Drive Emergent In-Context Learning in Transformers Stephanie C. Y. Chan Adam Santoro Andrew Kyle Lampinen Jane X. Wang Aaditya K. Singh Pierre Harvey Richemond J. Mcclelland Felix Hill 149 265 0 22 Apr 2022
A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level Iddo Drori Sarah J. Zhang Reece Shuttleworth Leonard Tang Albert Lu ... J. Lynch A. Shporer Nakul Verma Eugene Wu G. Strang AIMat ReLM 115 152 0 31 Dec 2021
Investigating Math Word Problems using Pretrained Multilingual Language Models Minghuan Tan Lei Wang Lingxiao Jiang Jing Jiang LRM 74 33 0 19 May 2021