Find all the TopLanguage papers. Links to pdf, code repos and demos are provided.
Investigates the understanding capabilities of large language models (LLMs) through a task called PHYSICO, designed to assess their comprehension of p...
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Since the debut of Evolution Strategies (ES) as a tool for Reinforcement Learning by Salimans et al. 2017, there has been interest in determining the ...
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MLGym is a novel framework and benchmark designed to evaluate and develop large language model (LLM) agents on diverse AI research tasks, providing a ...
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Dementia related cognitive impairment (CI) is a neurodegenerative disorder, affecting over 55 million people worldwide and growing rapidly at the rate...
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Dementia is a neurodegenerative disorder that causes cognitive decline and affects more than 50 million people worldwide. Dementia is under-diagnosed ...
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Investigates the use of Sparse Autoencoders (SAEs) to enhance interpretability in Artificial Text Detection (ATD), focusing on feature extraction from...
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We study collaborative learning systems in which the participants are competitors who will defect from the system if they lose revenue by collaboratin...
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To address issues of group-level fairness in machine learning, it is natural to adjust model parameters based on specific fairness objectives over a s...
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Auto-regressive large language models (LLMs) show impressive capacities to solve many complex reasoning tasks while struggling with some simple logica...
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Introduces Chatbot Arena, an innovative open platform designed for evaluating large language models (LLMs) based on human preferences through a crowds...
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Reinforcement Learning from Human Feedback (RLHF) is a pivotal technique that aligns language models closely with human-centric values. The initial ph...
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As the scale of machine learning models increases, trends such as scaling laws anticipate consistent downstream improvements in predictive accuracy. H...
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