Generating Structured Plan Representation of Procedures with LLMs

Generating Structured Plan Representation of Procedures with LLMs

28 March 2025

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Papers citing "Generating Structured Plan Representation of Procedures with LLMs"

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Title
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls Kinjal Basu Ibrahim Abdelaziz Kiran Kate Mayank Agarwal Maxwell Crouse ... Sadhana Kumaravel Saurabh Goyal Xin Wang Luis A. Lastras Pavan Kapanipathi 53 10 0 04 Sep 2024
"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output Michael Xieyang Liu Frederick Liu Alexander J. Fiannaca Terry Koo Lucas Dixon Michael Terry Carrie J. Cai 106 33 0 10 Apr 2024
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models Chan Hee Song Jiaman Wu Clay Washington Brian M Sadler Wei-Lun Chao Yu-Chuan Su LLMAG LM&Ro 122 417 0 08 Dec 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 429 2,876 0 06 Oct 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay Dieter Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 169 655 0 22 Sep 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 817 9,576 0 28 Jan 2022
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 81 1,035 0 02 May 2020
PDDL2.1: An Extension to PDDL for Expressing Temporal Planning Domains M. Fox D. Long 82 2,176 0 22 Jun 2011