Search Results for author: Kshitish Ghate

Found 3 papers, 2 papers with code

REALM: A Dataset of Real-World LLM Use Cases

no code implementations24 Mar 2025 Jingwen Cheng, Kshitish Ghate, Wenyue Hua, William Yang Wang, Hong Shen, Fei Fang

Large Language Models, such as the GPT series, have driven significant industrial applications, leading to economic and societal transformations.

Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders

1 code implementation11 Feb 2025 Kshitish Ghate, Isaac Slaughter, Kyra Wilson, Mona Diab, Aylin Caliskan

Studying 131 unique CLIP models, trained on 26 datasets, using 55 architectures, and in a variety of sizes, we evaluate bias in each model using 26 well-established unimodal and cross-modal principled Embedding Association Tests.

Pre-Calc: Learning to Use the Calculator Improves Numeracy in Language Models

1 code implementation22 Apr 2024 Vishruth Veerendranath, Vishwa Shah, Kshitish Ghate

Quantitative and numerical comprehension in language is an important task in many fields like education and finance, but still remains a challenging task for language models.

Decoder Mathematical Reasoning

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