Vinayak Gupta

1. Are Language Models Actually Useful for Time Series Forecasting?
   2024/06/22 by Mingtian Tan, Mike A. Merrill, Tan, Mingtian +7 · 7 voices · 57 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. SPML: A DSL for Defending Language Models Against Prompt Attacks
   2024/02/19 by Reshabh K Sharma, Sharma, Reshabh K, Vinayak Gupta +3 · 1 voice · 10 citations
   Computer Science · #Security and Verification in Computing #cs.CL #cs.CR #cs.LG #cs.PL
3. Language Models Still Struggle to Zero-shot Reason about Time Series
   2024/04/17 by Mike A. Merrill, Merrill, Mike A., Mingtian Tan +6 · 30 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Time Series Analysis and Forecasting #Topic Modeling