25 citations · 87 across the 15 of their papers we have counts for
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cs.LG2024★ 25 cited
Are Language Models Actually Useful for Time Series Forecasting?
Mingtian Tan, Mike A. Merrill, Vinayak Gupta +2
Large language models (LLMs) are being applied to time series forecasting. But are language models actually useful for time series? In a series of ablation studies on three recent…
cs.LG2024★ 3 cited
SPML: A DSL for Defending Language Models Against Prompt Attacks
Reshabh K Sharma, Vinayak Gupta, Dan Grossman
Large language models (LLMs) have profoundly transformed natural language applications, with a growing reliance on instruction-based definitions for designing chatbots. However, po…