Detectors for safe and reliable llms: Implementations, uses, and limitations
S Achintalwar, AA Garcia, A Anaby-Tavor… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) are susceptible to a variety of risks, from non-faithful output
to biased and toxic generations. Due to several limiting factors surrounding LLMs (training …
to biased and toxic generations. Due to several limiting factors surrounding LLMs (training …
Decolonial AI Alignment: Openness, Viśesa-Dharma, and Including Excluded Knowledges
KR Varshney - Proceedings of the AAAI/ACM Conference on AI, Ethics …, 2024 - ojs.aaai.org
Prior work has explicated the coloniality of artificial intelligence (AI) development and
deployment through mechanisms such as extractivism, automation, sociological …
deployment through mechanisms such as extractivism, automation, sociological …
Alignment studio: Aligning large language models to particular contextual regulations
S Achintalwar, I Baldini, D Bouneffouf… - IEEE Internet …, 2024 - ieeexplore.ieee.org
The alignment of large language models is usually done by model providers to add or
control behaviors that are common or universally understood across use cases and …
control behaviors that are common or universally understood across use cases and …
DARE to Diversify: DAta Driven and Diverse LLM REd Teaming
M Nagireddy, B Guillén Pegueroles… - Proceedings of the 30th …, 2024 - dl.acm.org
Large language models (LLMs) have been rapidly adopted, as showcased by ChatGPT's
overnight popularity, and are integrated in products used by millions of people every day …
overnight popularity, and are integrated in products used by millions of people every day …
Arabic Dataset for LLM Safeguard Evaluation
The growing use of large language models (LLMs) has raised concerns regarding their
safety. While many studies have focused on English, the safety of LLMs in Arabic, with its …
safety. While many studies have focused on English, the safety of LLMs in Arabic, with its …
[PDF][PDF] Word alignment in Discourse Representation Structure parsing
C Obereder, G Recski - Proceedings of the 20th Conference on …, 2024 - aclanthology.org
Abstract Discourse Representation Structures (DRS) are formal representations of linguistic
semantics based on Discourse Representation Theory (DRT, Kamp et al., 2011) that …
semantics based on Discourse Representation Theory (DRT, Kamp et al., 2011) that …