Marktechpost

JUNE 22, 2024

Understanding and addressing these nuanced error types is crucial for improving LLM reliability. Researchers from the OATML group at the University of Oxford have developed a statistical approach to detect a specific type of error in LLMs, known as “confabulations.” Check out the Paper , Project , and GitHub.

LLM 81

LLM Computational Semantics ChatGPT ML 81

AWS Machine Learning Blog

JANUARY 24, 2024

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Rerank can improve the relevance of search results from lexical or semantic search.

Generative AI 139

Generative AI AI AI Large Language Models 139

Marktechpost

SEPTEMBER 15, 2024

Large Language Models (LLMs) have revolutionized natural language processing in recent years. The pre-train and fine-tune paradigm, exemplified by models like ELMo and BERT, has evolved into prompt-based reasoning used by the GPT family. SMs play a crucial role in enhancing LLMs through data curation.

BERT 120

BERT LLM Large Language Models Categorization 120