By / Development Technology Promotion Engineer Khanh LeViet TensorFlow Lite (tensorflow.google.cn/lite) is the official framework for running TensorFlow model inference on edge devices. TensorFlow Lite is deployed on over 4 billion edge devices worldwide and supports IoT devices and microcontrollers based on Android, iOS, and Linux. Since the initial release of TensorFlow Lite at the … Read more
“Multimodal” refers to the ability to simultaneously process and understand various types of information or data. In the field of artificial intelligence, modality typically refers to the representation or perception of information, such as text, images, audio, and video. For example, humans perceive the world through multiple senses, including sight, hearing, and touch, which is … Read more
Introduction Convolutional Neural Networks (CNN) are one of the most important and widely used models in the field of deep learning. Since their introduction in the 1980s, CNNs have achieved significant success in areas such as image processing, computer vision, and natural language processing. This article aims to review the basic principles, development history, main … Read more
Tip: Click the "English Writing Teaching and Research" above for free follow-up. Call for Papers: Second Language Writing Language Teaching | Harvard University Writing Teaching Series Collection Language Teaching | 40 Academic Writing Videos Collection Language Teaching | Purdue University Writing Teaching Series Collection Language Teaching | Duke University Writing Teaching Series Collection Wordless is … Read more
At this stage, deep learning has become a very important technical means in the field of natural language processing, among which supervised learning is a very important method. Whether it is sequence labeling or text classification in supervised learning, it relies on a large amount of labeled data for model training. How to improve the … Read more
DOI: https://doi.org/10.1016/j.compind.2022.103733 50 Days Free Access Link: https://authors.elsevier.com/a/1fHOibquFR5MK 00 TL;DR There is significant attention on the application of AI in the architecture field. The construction industry contains a large amount of textual information (e.g., engineering specifications, contracts, and construction documents), which has rich domain concepts and semantic features, containing complex domain knowledge. For example, every … Read more
Latest Achievements Subword Tokenization Overview of Subword Tokenization Methods This article provides an overview of the Subword Tokenization methods in neural natural language processing techniques. It first explains the out-of-vocabulary (OOV) problem caused by closed vocabulary in neural network-based natural language processing methods and introduces three common solutions: Byte-Pair Encoding (BPE), WordPiece, and Unigram. Before … Read more
Machine Learning Algorithms and Natural Language Processing(ML-NLP) is one of the largest natural language processing communities in China and abroad, gathering over 500,000 subscribers, with an audience 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 worlds of … Read more
Source: AI Technology Review This article is approximately 6625 words long and is recommended to be read in 10 minutes. This article introduces a deep discussion by Professor Sun Maosong, Executive Vice Dean of the Institute of Artificial Intelligence at Tsinghua University, on the contributions, current state, and future challenges of natural language processing. Recently, … Read more
MLNLP ( Machine Learning Algorithms and Natural Language Processing ) community is a well-known natural language processing community both domestically and internationally, covering audiences of NLP master’s and doctoral students, university teachers, and industry researchers.The vision of the community is to promote communication between the academic and industrial circles of natural language processing and machine … Read more