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A survey on evaluation of large language models
Large language models (LLMs) are gaining increasing popularity in both academia and
industry, owing to their unprecedented performance in various applications. As LLMs …
industry, owing to their unprecedented performance in various applications. As LLMs …
A systematic survey and critical review on evaluating large language models: Challenges, limitations, and recommendations
Abstract Large Language Models (LLMs) have recently gained significant attention due to
their remarkable capabilities in performing diverse tasks across various domains. However …
their remarkable capabilities in performing diverse tasks across various domains. However …
Arabicmmlu: Assessing massive multitask language understanding in arabic
The focus of language model evaluation has transitioned towards reasoning and knowledge-
intensive tasks, driven by advancements in pretraining large models. While state-of-the-art …
intensive tasks, driven by advancements in pretraining large models. While state-of-the-art …
A fast optimization view: Reformulating single layer attention in llm based on tensor and svm trick, and solving it in matrix multiplication time
Large language models (LLMs) have played a pivotal role in revolutionizing various facets
of our daily existence. Solving attention regression is a fundamental task in optimizing LLMs …
of our daily existence. Solving attention regression is a fundamental task in optimizing LLMs …
Can gpt-4 identify propaganda? annotation and detection of propaganda spans in news articles
The use of propaganda has spiked on mainstream and social media, aiming to manipulate
or mislead users. While efforts to automatically detect propaganda techniques in textual …
or mislead users. While efforts to automatically detect propaganda techniques in textual …
Adversarial attacks and defenses for large language models (LLMs): methods, frameworks & challenges
P Kumar - International Journal of Multimedia Information …, 2024 - Springer
Large language models (LLMs) have exhibited remarkable efficacy and proficiency in a
wide array of NLP endeavors. Nevertheless, concerns are growing rapidly regarding the …
wide array of NLP endeavors. Nevertheless, concerns are growing rapidly regarding the …
ArMeme: Propagandistic content in arabic memes
With the rise of digital communication, memes have become a significant medium for cultural
and political expression that is often used to mislead audiences. Identification of such …
and political expression that is often used to mislead audiences. Identification of such …
Taqyim: Evaluating arabic nlp tasks using chatgpt models
Large language models (LLMs) have demonstrated impressive performance on various
downstream tasks without requiring fine-tuning, including ChatGPT, a chat-based model …
downstream tasks without requiring fine-tuning, including ChatGPT, a chat-based model …