Ihlamur, Yigit

1. GPTree: Towards Explainable Decision-Making via LLM-powered Decision Trees
   2024/11/13 by Sichao Xiong, Xiong, Sichao, Yigit Ihlamur +5 · 2 voices · 4 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CE #cs.LG
2. VCBench: Benchmarking LLMs in Venture Capital
   2025/09/17 by Rick Chen, Chen, Rick, Joseph Ternasky +17 · 6 voices
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
3. SSFF: Investigating LLM Predictive Capabilities for Startup Success through a Multi-Agent Framework with Enhanced Explainability and Performance
   2024/05/29 by Xisen Wang, Yigit Ihlamur, Wang, Xisen +2 · 2 citations
   Business, Management and Accounting · #Private Equity and Venture Capital #Entrepreneurship Studies and Influences
4. Founder-GPT: Self-play to evaluate the Founder-Idea fit
   2023/12/19 by Xiong, Sichao, Ihlamur, Yigit · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
5. Policy Induction: Predicting Startup Success via Explainable Memory-Augmented In-Context Learning
   2025/05/27 by Xiaoyi Mu, Joseph Ternasky, Mu, Xianling +5 · 4 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Private Equity and Venture Capital
6. Random Rule Forest (RRF): Interpretable Ensembles of LLM-Generated Questions for Predicting Startup Success
   2025/05/30 by Griffin, Ben, Vidaurre, Diego, Koyluoglu, Ugur +3 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
7. Reasoning-Based AI for Startup Evaluation (R.A.I.S.E.): A Memory-Augmented, Multi-Step Decision Framework
   2025/04/16 by Jack Preuveneers, Joseph Ternasky, Preuveneers, Jack +5 · 3 citations
   Business, Management and Accounting · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #I.2.7 #Machine Learning in Materials Science