Kazdan, Joshua

1. KGGen: Extracting Knowledge Graphs from Plain Text with Language Models
   2025/02/14 by Belinda Mo, Baichuan Mo, Kyssen Yu +18 · 1 voice · 20 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
2. Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
   2024/10/22 by Joshua Kazdan, Rylan Schaeffer, Kazdan, Joshua +11 · 2 voices · 9 citations
   #cs.LG #cs.AI
3. How Do Large Language Monkeys Get Their Power (Laws)?
   2025/02/24 by Rylan Schaeffer, Schaeffer, Rylan, Joshua Kazdan +18 · 1 voice · 11 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #cs.AI #cs.LG
4. Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
   2025/06/24 by Rylan Schaeffer, Schaeffer, Rylan, Joshua Kazdan +25 · 2 voices · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CY #cs.LG
5. The Utility and Complexity of in- and out-of-Distribution Machine Unlearning
   2024/12/12 by Youssef Allouah, Allouah, Youssef, Joshua Kazdan +5 · 6 citations
   Engineering · #Belt Conveyor Systems Engineering #Industrial Automation and Control Systems #Smart Grid Energy Management
6. Position: Model Collapse Does Not Mean What You Think
   2025/03/05 by Rylan Schaeffer, Schaeffer, Rylan, Joshua Kazdan +5 · 7 citations
   Computer Science · Social Sciences · #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI)
7. Spiders and their Kin: An Investigation of Stanley's Chromatic Symmetric Function for Spiders and Related Graphs
   2018/12/09 by Foley, Angèle M., Kazdan, Joshua, Kröll, Larissa +3 · 1 citation
   #05E05 #Combinatorics (math.CO) #FOS: Mathematics
8. Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF
   2025/03/28 by Syrine Belakaria, Joshua Kazdan, Belakaria, Syrine +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
9. No, of Course I Can! Deeper Fine-Tuning Attacks That Bypass Token-Level Safety Mechanisms
   2025/02/26 by Kazdan, Joshua, Puri, Abhay, Schaeffer, Rylan +5 · 1 citation
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)