no code implementations • 22 Mar 2024 • Bahareh Harandizadeh, Abel Salinas, Fred Morstatter
This paper explores the pressing issue of risk assessment in Large Language Models (LLMs) as they become increasingly prevalent in various applications.
1 code implementation • 8 Jan 2024 • Abel Salinas, Fred Morstatter
Large Language Models (LLMs) are regularly being used to label data across many domains and for myriad tasks.
no code implementations • 13 Oct 2023 • Abel Salinas, Louis Penafiel, Robert McCormack, Fred Morstatter
Large language models (LLMs) have garnered significant attention for their remarkable performance in a continuously expanding set of natural language processing tasks.
1 code implementation • 3 Aug 2023 • Abel Salinas, Parth Vipul Shah, Yuzhong Huang, Robert McCormack, Fred Morstatter
Our study highlights the importance of measuring the bias of LLMs in downstream applications to understand the potential for harm and inequitable outcomes.
no code implementations • 24 Jul 2023 • Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
Punctuation restoration is an important task in automatic speech recognition (ASR) which aim to restore the syntactic structure of generated ASR texts to improve readability.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3