Pickl AI

DECEMBER 5, 2024

Retriever The retriever is responsible for identifying and fetching relevant documents or data from an extensive knowledge repository, such as a database or document corpus. This collaboration bridges the gap between static knowledge models and dynamic query resolution, ensuring relevance and fluency.

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

Numerals : Models have been shown to hallucinate a lot while generating numerals, such as dates, quantities, and scalars. Long Text : Several tasks require understanding long-range dependencies such as document summarization and dialogue systems with long conversation history.

Large Language Models 52

Large Language Models LLM Machine Learning Knowledge Model 52