Goel, Shashwat
- The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs
2025/09/11 by Akshit Sinha, Sinha, Akshit, Arvindh Arun +7 · 14 voices · 15 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
- Representation Engineering: A Top-Down Approach to AI Transparency
2023/10/02 by Andy Zou, Long Phan, Zou, Andy +40 · 5 voices · 158 citations
Computer Science · Engineering · #cs.LG #cs.AI #cs.CL #cs.CV #cs.CY
- The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning
2024/03/05 by Li, Nathaniel, Pan, Alexander, Gopal, Anjali +54 · 82 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Adversarial Evaluations for Inexact Machine Unlearning
2022/01/17 by Shashwat Goel, Ameya Prabhu, Goel, Shashwat +5 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Great Models Think Alike and this Undermines AI Oversight
2025/02/06 by Shashwat Goel, Joschka Struber, Goel, Shashwat +16 · 3 voices · 8 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG
- Proportional Aggregation of Preferences for Sequential Decision Making
2023/06/26 by Nikhil Chandak, Shashwat Goel, Chandak, Nikhil +3 · 5 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Voting Systems #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
- Answer Matching Outperforms Multiple Choice for Language Model Evaluation
2025/07/03 by Chandak, Nikhil, Goel, Shashwat, Prabhu, Ameya +2 · 12 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Corrective Machine Unlearning
2024/02/21 by Goel, Shashwat, Prabhu, Ameya, Torr, Philip +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Pitfalls in Evaluating Language Model Forecasters
2025/05/31 by Daniel Paleka, Paleka, Daniel, Shashwat Goel +5 · 5 citations
Computer Science · #Natural Language Processing Techniques
- Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
2025/09/17 by Jayalath, Dulhan, Goel, Shashwat, Foster, Thomas +5 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Enhancing AI Safety Through the Fusion of Low Rank Adapters
2024/12/30 by Gudipudi, Satya Swaroop, Vipparla, Sreeram, Singh, Harpreet +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample Creation
2025/02/26 by Sinha, Shiven, Goel, Shashwat, Kumaraguru, Ponnurangam +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)