Can Large Language Models Reason and Plan?

7 March 2024

Papers citing "Can Large Language Models Reason and Plan?"

8 / 8 papers shown

Title
The Hitchhiker's Guide to Program Analysis, Part II: Deep Thoughts by LLMs Haonan Li Hang Zhang Kexin Pei Zhiyun Qian 85 1 0 16 Apr 2025
Reversal Blessing: Thinking Backward May Outpace Thinking Forward in Multi-choice Questions Yizhe Zhang Richard He Bai Zijin Gu Ruixiang Zhang Jiatao Gu Emmanuel Abbe Samy Bengio Navdeep Jaitly LRM BDL 81 1 0 25 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning Yang Li LRM 127 0 0 04 Feb 2025
Large corpora and large language models: a replicable method for automating grammatical annotation Cameron Morin Matti Marttinen Larsson 65 1 0 18 Nov 2024
Open-World Task and Motion Planning via Vision-Language Model Inferred Constraints Nishanth Kumar F. Ramos Dieter Fox Caelan Reed Garrett Tomás Lozano-Pérez Leslie Pack Kaelbling Caelan Reed Garrett LRM LM&Ro 75 4 0 13 Nov 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 155 101 0 18 Sep 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 84 36 0 23 May 2024
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning L. Guan Karthik Valmeekam S. Sreedharan Subbarao Kambhampati LLMAG 38 170 0 24 May 2023