Marquez, Matthew

1. On the Planning Abilities of Large Language Models : A Critical Investigation
   2023/05/25 by Karthik Valmeekam, Matthew Marquez, Valmeekam, Karthik +5 · 3 voices · 47 citations
   Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.AI #linguistics and terminology studies
2. PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
   2022/06/21 by Karthik Valmeekam, Valmeekam, Karthik, Alberto Olmo +6 · 49 citations
   Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #linguistics and terminology studies
3. Can Large Language Models Really Improve by Self-critiquing Their Own Plans?
   2023/10/12 by Valmeekam, Karthik, Marquez, Matthew, Kambhampati, Subbarao · 11 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
4. On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)
   2023/02/13 by Valmeekam, Karthik, Sreedharan, Sarath, Marquez, Matthew +2 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems
   2023/10/19 by Kaya Stechly, Stechly, Kaya, Matthew Marquez +3 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling