Title
Meta-in-context learning in large language models Julian Coda-Forno Marcel Binz Zeynep Akata M. Botvinick Jane X. Wang Eric Schulz LRM 202 35 0 22 May 2023
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers Jordan Meadows Marco Valentino Damien Teney André Freitas 35 8 0 21 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 49 233 0 20 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 60 173 0 19 May 2023
Large Language Model Guided Tree-of-Thought Jieyi Long LM&Ro LRM 13 185 0 15 May 2023
"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers James Prather B. Reeves Paul Denny Brett A. Becker Juho Leinonen Andrew Luxton-Reilly Garrett B. Powell James Finnie-Ansley E. Santos 40 131 0 05 Apr 2023
Can ChatGPT be used to generate scientific hypotheses? Yang Jeong Park Daniel Kaplan Zhichu Ren Chia-Wei Hsu Changhao Li Haowei Xu Sipei Li Ju Li LRM 20 37 0 30 Mar 2023
Large Language Models and Simple, Stupid Bugs Kevin Jesse Toufique Ahmed Prem Devanbu Emily Morgan ELM 39 51 0 20 Mar 2023
Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review Lixiang Yan Lele Sha Linxuan Zhao Yuheng Li Roberto Martínez-Maldonado Guanliang Chen Xinyu Li Yueqiao Jin D. Gašević SyDa ELM AI4Ed 59 270 0 17 Mar 2023
Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models Alberto Testolin AIMat 35 20 0 14 Mar 2023
ChatGPT Participates in a Computer Science Exam Sebastian Bordt U. V. Luxburg ELM 36 41 0 08 Mar 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 28 15 0 17 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 47 368 0 15 Feb 2023
Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models David A. Noever Forrest McKee ELM 74 12 0 31 Jan 2023
Mathematics, word problems, common sense, and artificial intelligence E. Davis AIMat 11 24 0 23 Jan 2023
Blind Judgement: Agent-Based Supreme Court Modelling With GPT S. Hamilton LLMAG ELM 29 38 0 12 Jan 2023
Are Deep Neural Networks SMARTer than Second Graders? A. Cherian Kuan-Chuan Peng Suhas Lohit Kevin A. Smith J. Tenenbaum AAML LRM ReLM 33 29 0 20 Dec 2022
Large Language Models Meet NL2Code: A Survey Daoguang Zan B. Chen Fengji Zhang Di Lu Bingchao Wu Bei Guan Yongji Wang Jian-Guang Lou ELM ALM 31 170 0 19 Dec 2022
Development of a Neural Network-Based Mathematical Operation Protocol for Embedded Hexadecimal Digits Using Neural Architecture Search (NAS) Victor Robila Kexin Pei Junfeng Yang 21 0 0 12 Nov 2022
Steps towards prompt-based creation of virtual worlds Jasmine Roberts Andrzej Banburski-Fahey J. Lanier 14 13 0 10 Nov 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability Qinglai Wei Diancheng Chen Beiming Yuan 32 10 0 26 Oct 2022
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs Albert Q. Jiang Sean Welleck Jin Peng Zhou Wenda Li Jiacheng Liu M. Jamnik Timothée Lacroix Yuhuai Wu Guillaume Lample AIMat 73 158 0 21 Oct 2022
Transformers Learn Shortcuts to Automata Bingbin Liu Jordan T. Ash Surbhi Goel A. Krishnamurthy Cyril Zhang OffRL LRM 46 156 0 19 Oct 2022
Repair Is Nearly Generation: Multilingual Program Repair with LLMs Harshit Joshi J. Cambronero Sumit Gulwani Vu Le Ivan Radicek Gust Verbruggen LRM 28 122 0 24 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 24 83 0 17 Aug 2022
Limits of an AI program for solving college math problems E. Davis AIMat 22 3 0 14 Aug 2022
CodeT: Code Generation with Generated Tests Bei Chen Fengji Zhang A. Nguyen Daoguang Zan Zeqi Lin Jian-Guang Lou Weizhu Chen 43 319 0 21 Jul 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 58 755 0 29 Jun 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 250 440 0 21 Jun 2022
From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams Iddo Drori Sarah J. Zhang Reece Shuttleworth Sarah Zhang Keith Tyser ... Yann Hicke Sage Simhon S. Karnik Darnell Granberry Madeleine Udell ELM 31 9 0 11 Jun 2022
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models Sami Sarsa Paul Denny Arto Hellas Juho Leinonen ELM 99 342 0 03 Jun 2022
NaturalProver: Grounded Mathematical Proof Generation with Language Models Sean Welleck Jiacheng Liu Ximing Lu Hannaneh Hajishirzi Yejin Choi AIMat LRM 30 66 0 25 May 2022
Self-Programming Artificial Intelligence Using Code-Generating Language Models Alex Sheng Shankar Padmanabhan SyDa 17 2 0 30 Apr 2022
Pretrained Language Models are Symbolic Mathematics Solvers too! Kimia Noorbakhsh Modar Sulaiman M. Sharifi Kallol Roy Pooyan Jamshidi LRM 28 18 0 07 Oct 2021