Pickl AI

DECEMBER 5, 2024

This collaboration bridges the gap between static knowledge models and dynamic query resolution, ensuring relevance and fluency. As the need for more intelligent, responsive, and context-aware AI systems grows, RAG is positioned to play a key role in enhancing natural language processing (NLP) capabilities.

Natural Language Processing 52

Natural Language Processing Conversational AI Chatbots Artificial Intelligence 52

Probably Approximately a Scientific Blog

JANUARY 12, 2021

Visual question answering models guess the answer based on the frequency of answers for the same type of question in the training set, e.g. replying "2" to any "how many" question. Image captioning models often learn to recognize objects based solely on their typical environment , and fail to recognize them outside their typical environment.

Natural Language Processing 52

Natural Language Processing BERT NLP Neural Network 52

Mlearning.ai

SEPTEMBER 5, 2023

When Contextual Knowledge Conflicts with the Parameteric Knowledge : Models have been shown to prioritize the parametric knowledge (acquired during pre-training) over the contextual knowledge which leads to hallucinations.

Large Language Models 52

Large Language Models LLM Machine Learning Knowledge Model 52