Graph-enhanced Large Language Models in Asynchronous Plan Reasoning

Graph-enhanced Large Language Models in Asynchronous Plan Reasoning

5 February 2024

Emanuele La Malfa

Valentin Hofmann

Elle Michelle Yang

J. Pierrehumbert

Papers citing "Graph-enhanced Large Language Models in Asynchronous Plan Reasoning"

18 / 18 papers shown

Title
Language Models Are Implicitly Continuous Samuele Marro Davide Evangelista X. A. Huang Emanuele La Malfa M. Lombardi Michael Wooldridge 26 0 0 04 Apr 2025
Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning Jonathan Shaki Emanuele La Malfa Michael Wooldridge Sarit Kraus LRM ReLM 64 0 0 13 Mar 2025
PlanGenLLMs: A Modern Survey of LLM Planning Capabilities Hui Wei Zihao Zhang Shenghua He Tian Xia Shijia Pan Fei Liu 36 3 0 16 Feb 2025
When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Felix Drinkall J. Pierrehumbert Stefan Zohren 53 0 0 04 Feb 2025
Advancing Agentic Systems: Dynamic Task Decomposition, Tool Integration and Evaluation using Novel Metrics and Dataset Adrian Garret Gabriel Alaa Alameer Ahmad Shankar Kumar Jeyakumar LLMAG 23 1 0 29 Oct 2024
LiP-LLM: Integrating Linear Programming and dependency graph with Large Language Models for multi-robot task planning Kazuma Obata Tatsuya Aoki Takato Horii Tadahiro Taniguchi Takayuki Nagai 23 7 0 28 Oct 2024
A Scalable Communication Protocol for Networks of Large Language Models Samuele Marro Emanuele La Malfa Jesse Wright G. Li Nigel Shadbolt Michael Wooldridge Philip H. S. Torr GNN AIFin 22 2 0 14 Oct 2024
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks Fangru Lin Shaoguang Mao Emanuele La Malfa Valentin Hofmann Adrian de Wynter Jing Yao Si-Qing Chen Michael Wooldridge Furu Wei Furu Wei 38 2 0 14 Oct 2024
Iterative Graph Alignment Fangyuan Yu H. S. Arora Matt Johnson 21 1 0 29 Aug 2024
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents Tianqi Xu Linyao Chen Dai-Jie Wu Yanjun Chen Zecheng Zhang ... Shilong Liu Bochen Qian Philip H. S. Torr Bernard Ghanem G. Li 32 14 0 01 Jul 2024
The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey Tula Masterman Sandi Besen Mason Sawtell Alex Chao LM&Ro LLMAG 26 42 0 17 Apr 2024
Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics Fangru Lin Daniel Altshuler J. Pierrehumbert 23 1 0 04 Apr 2024
Dynamic Planning with a LLM Gautier Dagan Frank Keller A. Lascarides LLMAG 80 34 0 11 Aug 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,953 0 22 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 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 315 8,261 0 28 Jan 2022
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 252 273 0 01 Feb 2021