Parshin Shojaee
- The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
2025/06/07 by Parshin Shojaee, Shojaee, Parshin, Iman Mirzadeh +9 · 14 voices · 150 citations
#cs.AI #cs.CL #cs.LG
- Evaluating Large Language Models in Scientific Discovery
2025/12/17 by Zhangde Song, Song, Zhangde, Jieyu Lu +109 · 18 voices · 2 citations
Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
2024/04/29 by Parshin Shojaee, Shojaee, Parshin, Kazem Meidani +7 · 32 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Text Analysis Techniques #Semantic Web and Ontologies
- Transformer-based Planning for Symbolic Regression
2023/03/13 by Parshin Shojaee, Shojaee, Parshin, Kazem Meidani +5 · 17 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
- Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges
2024/12/16 by Chandan K. Reddy, Parshin Shojaee, Reddy, Chandan K +1 · 17 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
2025/04/14 by Parshin Shojaee, Shojaee, Parshin, Ngoc Thanh Nguyên +9 · 23 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories
2025/09/20 by Mohammad Beigi, Ying Shen, Beigi, Mohammad +12 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
- Federated Retrieval Augmented Generation for Multi-Product Question Answering
2025/01/25 by Parshin Shojaee, Sai Sree Harsha, Shojaee, Parshin +9 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Web Data Mining and Analysis