Search Results for author: Abel Salinas

Found 5 papers, 2 papers with code

Risk and Response in Large Language Models: Evaluating Key Threat Categories

no code implementations22 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.

"Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models

no code implementations13 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.

Fairness

The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations

1 code implementation3 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.

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning

no code implementations24 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

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