Kıcıman, Emre

1. Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
   2023/04/28 by Emre Kıcıman, Robert Ness, Kıcıman, Emre +5 · 1 voice · 78 citations
   Computer Science · Mathematics · #cs.AI #cs.CL #cs.CY #cs.HC #cs.LG #stat.ME
2. A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia
   2023/12/04 by Monea, Giovanni, Peyrard, Maxime, Josifoski, Martin +6 · 11 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
   2025/04/19 by Katie Matton, Matton, Katie, Robert Osazuwa Ness +5 · 27 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
4. A Causal Roadmap for Generating High-Quality Real-World Evidence
   2023/05/11 by Lauren Eyler Dang, Dang, Lauren E, Susan Gruber +48 · 7 citations
   Economics, Econometrics and Finance · Mathematics · Decision Sciences · #Health Systems, Economic Evaluations, Quality of Life #Advanced Causal Inference Techniques #Meta-analysis and systematic reviews
5. Direct Reasoning Optimization: Token-Level Reasoning Reflectivity Meets Rubric Gates for Unverifiable Tasks
   2025/06/16 by Yifei Xu, Xu, Yifei, Tusher Chakraborty +13 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
6. DoWhy: Addressing Challenges in Expressing and Validating Causal Assumptions
   2021/08/27 by Amit Sharma, Sharma, Amit, Vasilis Syrgkanis +5 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods in Clinical Trials
7. Language Model Decoding as Likelihood-Utility Alignment
   2022/10/13 by Martin Josifoski, Josifoski, Martin, Maxime Peyrard +19 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
8. Large Language Models as Co-Pilots for Causal Inference in Medical Studies
   2024/07/26 by Ahmed M. Alaa, Ahmed Alaa, Rachael V. Phillips +11 · 1 voice · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Biomedical Text Mining and Ontologies #Computational and Text Analysis Methods #Topic Modeling #cs.AI