3 citations · 4 across the 4 of their papers we have counts for
3 papers · 1 filter
A Refined Analysis of Massive Activations in LLMs
Louis Owen, Nilabhra Roy Chowdhury, Abhay Kumar +1
Motivated in part by their relevance for low-precision training and quantization, massive activations in large language models (LLMs) have recently emerged as a topic of interest.…
Komodo: A Linguistic Expedition into Indonesia's Regional Languages
Louis Owen, Vishesh Tripathi, Abhay Kumar +1
The recent breakthroughs in Large Language Models (LLMs) have mostly focused on languages with easily available and sufficient resources, such as English. However, there remains a…
BED: Bi-Encoder-Based Detectors for Out-of-Distribution Detection
Louis Owen, Biddwan Ahmed, Abhay Kumar
This paper introduces a novel method leveraging bi-encoder-based detectors along with a comprehensive study comparing different out-of-distribution (OOD) detection methods in NLP u…