IEEE

Integrating Model-Agnostic Meta-Learning with Advanced Language Embeddings for Few-Shot Intent Classification

Abstract: Addressing the challenge of few-shot learning in intent classification tasks within Natural Language Processing (NLP), this study introduces a novel approach that harnesses the robust ...
bjo.bmj

Advanced analysis of leading large language models for diagnostic accuracy in retinal imaging

Background/Aims To evaluate and compare the diagnostic capabilities of advanced large language models (LLMs) in interpreting ophthalmological fundus images across diverse pathologies. Methods We ...
Big News Network.com

Ascend Advanced Therapies - ABL Inc. Further Strengthens Executive Team as It Drives Forward an Ambitious Growth Strategy

ROCKVILLE, MARYLAND / ACCESS Newswire / January 8, 2026 / Ascend Advanced Therapies - ABL Inc. today announced significant appointments to its leadership team. Seiga Ohmine Ph.D. joins as Chief ...
IEEE

In-Context Learning in Large Language Models (LLMs): Mechanisms, Capabilities, and Implications for Advanced Knowledge Representation and Reasoning

Abstract: The rapid growth of Large Language Models (LLMs) and their in-context learning (ICL) capabilities has significantly transformed paradigms in artificial intelligence (AI) and natural language ...