On the Planning Abilities of Large Language Models (A Critical
Investigation with a Proposed Benchmark)

On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

13 February 2023

Karthik Valmeekam

Matthew Marquez

Alberto Olmo Hernandez

Subbarao Kambhampati

Papers citing "On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)"

14 / 14 papers shown

Title
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 86 2 0 26 Apr 2025
A Roadmap to Guide the Integration of LLMs in Hierarchical Planning Israel Puerta-Merino Carlos Núnez-Molina Pablo Mesejo Juan Fernández-Olivares 61 3 0 14 Jan 2025
Fast and Accurate Task Planning using Neuro-Symbolic Language Models and Multi-level Goal Decomposition Minseo Kwon Yaesol Kim Young J. Kim 39 3 0 28 Sep 2024
Comparing Apples to Oranges: LLM-powered Multimodal Intention Prediction in an Object Categorization Task Hassan Ali Philipp Allgeuer Stefan Wermter 54 1 0 12 Apr 2024
Human-Centered Planning Yuliang Li Nitin Kamra Ruta Desai A. Halevy 21 1 0 08 Nov 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 41 63 0 10 Oct 2023
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving Matthias Zeller Susmit Jha Patrick Lincoln Jens Behley Alvaro Velasquez Rickard Ewetz C. Stachniss LRM 20 7 0 28 Sep 2023
Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence John J. Nay David Karamardian Sarah Lawsky Wenting Tao Meghana Moorthy Bhat Raghav Jain Aaron Travis Lee Jonathan H. Choi Jungo Kasai ELM AILaw 24 57 0 12 Jun 2023
Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open Worlds Yan Ding Xiaohan Zhang S. Amiri Nieqing Cao Hao Yang Andy Kaminski Chad Esselink Shiqi Zhang LM&Ro 37 49 0 27 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Mathias Niepert NAI ReLM OOD LRM 137 104 0 23 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 395 8,559 0 28 Jan 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 250 677 0 06 Jan 2021