Complete Guide to Pytorch Lightning

Complete Guide to Pytorch Lightning

MLNLP (Machine Learning Algorithms and Natural Language Processing) community is one of the largest natural language processing communities both domestically and internationally, covering NLP master's and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and … Read more

A Review of Multimodal Explainable Artificial Intelligence: Past, Present, and Future

A Review of Multimodal Explainable Artificial Intelligence: Past, Present, and Future

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted … Read more

The Future of Multimodality: Standing on the Shoulders of NLP Giants

The Future of Multimodality: Standing on the Shoulders of NLP Giants

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, with an audience that includes NLP graduate students, university professors, and corporate researchers.The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. … Read more

Mastering Classic Models for Text Classification: TextRCNN, TextCNN, RNN, and More

Mastering Classic Models for Text Classification: TextRCNN, TextCNN, RNN, and More

Machine Heart Column This column is produced by Machine Heart SOTA! Model Resource Station, updated every Sunday on the Machine Heart public account. This column will review common tasks in natural language processing, computer vision, etc., and provide detailed explanations of classic models that have achieved SOTA in these tasks. Visit SOTA! Model Resource Station … Read more

RWKV-7-2.9B Model: Mastering Global Languages

RWKV-7-2.9B Model: Mastering Global Languages

Wisemodel.cn Open Source Community The Wisemodel.cn community is a neutral and open AI open-source community originating from China. We are currently recruiting | New round of open-source co-creation volunteer program, welcome to join us in growing together. The Wisemodel community computing power platform is online, resources like H800/H20 are available at affordable prices, flexible and … Read more

Core Technologies Behind ChatGPT: A Comprehensive Analysis

Core Technologies Behind ChatGPT: A Comprehensive Analysis

Source: Intelligent Learning and Thinking Distributed Laboratory This article is about 6100 words long, and it is recommended to read it in 9 minutes. This article analyzes the key points and main innovations behind the core paper of ChatGPT. Origin By inputting a few simple keywords, AI can help you generate a short story or … Read more

Differences and Connections Between GCN and Self-Attention

Differences and Connections Between GCN and Self-Attention

Follow the official account “ML_NLP“ and set it as a “starred“, delivering heavy content to you in real time! Produced by Machine Learning Algorithms and Natural Language Processing @Original Column Author of the Official Account Guohao School | PhD Student in Computer Science at King Abdullah University of Science and Technology Let me also share … Read more

Various Transformations of Self-Attention Mechanisms

Various Transformations of Self-Attention Mechanisms

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP master’s and doctoral students, university teachers, and industry researchers.The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reproduced from … Read more

Is CNN a Type of Local Self-Attention?

Is CNN a Type of Local Self-Attention?

This article is reprinted from: Deep Learning EnthusiastsLink:https://www.zhihu.com/question/448924025/answer/1801015343Editor: Deep Learning and Computer VisionStatement: For academic sharing only, please delete if infringing Is CNN a Type of Local Self-Attention?Author: Houhouhttps://www.zhihu.com/question/448924025/answer/1791134786(This answer refers to: Li Hongyi’s 2021 Machine Learning Course)CNN is not a type of local attention, so let’s analyze what CNN and attention are doing. 1: … Read more

ICLR 2023 Submission: Classification of Papers on Diffusion Models

ICLR 2023 Submission: Classification of Papers on Diffusion Models

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, faculty members, and corporate researchers. The community’s vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from | RUC AI … Read more