no code implementations • COLING 2022 • Pranav Narayanan Venkit, Mukund Srinath, Shomir Wilson
Pretrained language models (PLMs) have been shown to exhibit sociodemographic biases, such as against gender and race, raising concerns of downstream biases in language technologies.
no code implementations • 29 Apr 2024 • Sanjana Gautam, Mukund Srinath
With the rapid proliferation of artificial intelligence, there is growing concern over its potential to exacerbate existing biases and societal disparities and introduce novel ones.
no code implementations • 11 Apr 2024 • Pranav Narayanan Venkit, Tatiana Chakravorti, Vipul Gupta, Heidi Biggs, Mukund Srinath, Koustava Goswami, Sarah Rajtmajer, Shomir Wilson
We investigate how hallucination in large language models (LLM) is characterized in peer-reviewed literature using a critical examination of 103 publications across NLP research.
no code implementations • 16 Feb 2024 • Mukund Srinath, Pranav Venkit, Maria Badillo, Florian Schaub, C. Lee Giles, Shomir Wilson
Privacy policies are crucial for informing users about data practices, yet their length and complexity often deter users from reading them.
no code implementations • 18 Oct 2023 • Pranav Narayanan Venkit, Mukund Srinath, Sanjana Gautam, Saranya Venkatraman, Vipul Gupta, Rebecca J. Passonneau, Shomir Wilson
We conduct an inquiry into the sociotechnical aspects of sentiment analysis (SA) by critically examining 189 peer-reviewed papers on their applications, models, and datasets.
no code implementations • 11 Oct 2023 • Adway Das, Abhishek Kumar Prajapati, Pengxiang Zhang, Mukund Srinath, Andisheh Ranjbari
First, it utilizes few-shot learning for tweet classification within predefined categories, allowing effective identification of the issues described in tweets.
no code implementations • 18 Jul 2023 • Pranav Narayanan Venkit, Mukund Srinath, Shomir Wilson
We analyze sentiment analysis and toxicity detection models to detect the presence of explicit bias against people with disability (PWD).
no code implementations • ACL 2021 • Mukund Srinath, Shomir Wilson, C. Lee Giles
Organisations disclose their privacy practices by posting privacy policies on their website.