13 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers
FARM: Fine-Tuning Geospatial Foundation Models for Intra-Field Crop Yield Regression
Shayan Nejadshamsi, Yuanyuan Zhang, Shadi Zaki +3
Accurate and timely crop yield prediction is crucial for global food security and modern agricultural management. Traditional methods often lack the scalability and granularity req…
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi +4
Language models have demonstrated remarkable capabilities in reasoning tasks through test-time scaling techniques like best-of-N sampling and tree search. However, these approaches…
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks
Viktor Moskvoretskii, Ekaterina Neminova, Alina Lobanova +2
In this paper, we explore the capabilities of LLMs in capturing lexical-semantic knowledge from WordNet on the example of the LLaMA-2-7b model and test it on multiple lexical seman…