Artificial intelligence, or AI, has the potential to dramatically improve our understanding and
management of the ocean. For fisheries, these benefits could include greater monitoring …

Large language models (LLMs) are commonly used as evaluators in tasks (eg, reward
modeling, LLM-as-a-judge), where they act as proxies for human preferences or judgments …

Abstract The acceleration of Large Language Models (LLMs) research has opened up new
possibilities for evaluating generated text. Though LLMs serve as scalable and economical …

Marine functional connectivity (MFC) refers to the flows of organic matter, genes, and energy
that are caused by the active and passive movements of marine organisms. Occurring at …

Neural Machine Translation (NMT) models have traditionally used Sinusoidal Positional
Embeddings (PEs), which often struggle to capture long-range dependencies and are less …

The capabilities of recent large language models (LLMs) to generate high-quality content
indistinguishable by humans from human-written texts rises many concerns regarding their …

This report evaluates the performance of text-in text-out Large Language Models (LLMs) to
understand and generate Indic languages. This evaluation is used to identify and prioritize …