The results of this approach are the six main models we have right now: GPT-4o, GPT-4.5, OpenAI o4-mini, OpenAI o4-mini-high, OpenAI o3, and OpenAI o1 pro mode.

Cross-attention connects encoder and decoder components in a model and during translation. For example, it allows the English word “strawberry” to relate to the French word “fraise.” ...

The encoder’s ability to map text into a semantic space is essential for understanding the context and relationships between words, while the decoder’s predictive capabilities enable the ...

Large language models (LLMs) have changed the game for machine translation (MT). LLMs vary in architecture, ranging from decoder-only designs to encoder-decoder frameworks. Encoder-decoder models, ...

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and ...

To address that, a team of researchers from the University of Illinois at Urbana-Champaign, USA, and NVIDIA, USA, has introduced a unique paradigm named RAVEN, a retrieval-augmented encoder-decoder ...

One of the most common ways we interact with computers is through language We're going to talk about Natural Language Processing, or NLP, show you some strategies computers can use to better ...