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On the Planning Abilities of Large Language Models : A Critical Investigation

25 May 2023

Papers citing "On the Planning Abilities of Large Language Models : A Critical Investigation"

28 / 28 papers shown

Title
Teaching Large Language Models to Reason through Learning and Forgetting Tianwei Ni Allen Nie Sapana Chaudhary Yao Liu Huzefa Rangwala Rasool Fakoor ReLM CLL LRM 461 0 0 15 Apr 2025
SEAL: Steerable Reasoning Calibration of Large Language Models for Free Runjin Chen Zhenyu Zhang Junyuan Hong Souvik Kundu Zhangyang Wang OffRL LRM 121 14 0 07 Apr 2025
Token embeddings violate the manifold hypothesis Michael Robinson Sourya Dey Tony Chiang 104 2 0 01 Apr 2025
Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models Yingshui Tan Yilei Jiang Yongbin Li Qingbin Liu Xingyuan Bu Wenbo Su Xiangyu Yue Xiaoyong Zhu Bo Zheng ALM 135 6 0 17 Feb 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 129 4 0 20 Jan 2025
Cocoa: Co-Planning and Co-Execution with AI Agents K. J. Kevin Feng Kevin Pu Matt Latzke Tal August Pao Siangliulue Jonathan Bragg Daniel S. Weld Amy X. Zhang Joseph Chee Chang LM&Ro LLMAG 152 7 0 14 Dec 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Zhiyu Li Dianbo Sui DiffM LRM 146 25 0 18 Oct 2024
The Mystery of the Pathological Path-star Task for Language Models Arvid Frydenlund LRM 97 4 0 17 Oct 2024
Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programming Yilun Hao Yang Zhang Chuchu Fan LLMAG 120 17 0 15 Oct 2024
Automatic Curriculum Expert Iteration for Reliable LLM Reasoning Zirui Zhao Hanze Dong Amrita Saha Caiming Xiong Doyen Sahoo LRM 90 7 0 10 Oct 2024
ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models Lingfeng Zhang Yuening Wang Hongjian Gu Atia Hamidizadeh Zhanguang Zhang ... Tongtong Cao Yuzheng Zhuang Yingxue Zhang Jianye Hao Jianye Hao LM&Ro 92 2 0 02 Oct 2024
CSCE: Boosting LLM Reasoning by Simultaneous Enhancing of Causal Significance and Consistency Kangsheng Wang Xiao Zhang Zizheng Guo Tianyu Hu Huimin Ma LRM 110 7 0 20 Sep 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 207 130 0 18 Sep 2024
Bootstrapping Object-level Planning with Large Language Models D. Paulius Alejandro Agostini Benedict Quartey George Konidaris LM&Ro 137 2 0 18 Sep 2024
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models Wenxuan Zhang Philip Torr Mohamed Elhoseiny Adel Bibi 168 15 0 27 Aug 2024
Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning Wenjun Li Changyu Chen Pradeep Varakantham 180 2 0 15 Jun 2024
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming Victor-Alexandru Pădurean Adish Singla ELM 94 3 0 14 Jun 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 294 54 0 23 May 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning Kaya Stechly Karthik Valmeekam Subbarao Kambhampati LRM LM&Ro 145 50 0 08 May 2024
Can Large Language Models Really Improve by Self-critiquing Their Own Plans? Karthik Valmeekam Matthew Marquez Subbarao Kambhampati LRM 76 87 0 12 Oct 2023
CoPAL: Corrective Planning of Robot Actions with Large Language Models Frank Joublin Antonello Ceravola Pavel Smirnov Felix Ocker Joerg Deigmoeller Anna Belardinelli Chao Wang Stephan Hasler Daniel Tanneberg Michael Gienger LM&Ro LLMAG 95 36 0 11 Oct 2023
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 436 2,955 0 06 Oct 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Guy Van den Broeck NAI ReLM OOD LRM 199 107 0 23 May 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 522 6,293 0 05 Apr 2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances Michael Ahn Anthony Brohan Noah Brown Yevgen Chebotar Omar Cortes ... Ted Xiao Peng Xu Sichun Xu Mengyuan Yan Andy Zeng LM&Ro 192 1,984 0 04 Apr 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 843 9,644 0 28 Jan 2022
Towards Understanding and Mitigating Social Biases in Language Models Paul Pu Liang Chiyu Wu Louis-Philippe Morency Ruslan Salakhutdinov 97 393 0 24 Jun 2021
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 144 1,747 0 02 Nov 2018