Click on the “MLNLP” above and select the “Star” public account Heavyweight content delivered to you in real-time Reprinted from the public account: AI Developer Introduction to BERT It is no exaggeration to say that Google’s AI Lab’s BERT has profoundly impacted the landscape of NLP. Imagine a model trained on a vast amount of … Read more
Approximately 3000 words, recommended reading time 10+ minutes. This article mainly introduces methods such as <strong>knowledge distillation</strong>, <strong>parameter sharing</strong>, and <strong>parameter matrix approximation</strong>. Author | Chilia Columbia University NLP Search Recommendation Compiled by | NewBeeNLP The trend of pre-trained models based on Transformer is to become larger and larger. Although these models show significant improvements … Read more
Follow the WeChat public account “ML_NLP“ Set as “Starred“, heavy content delivered first time! ALBERT Recommendation: Although the BERT model itself is very effective, this effectiveness relies on a large number of model parameters, so the time and resource costs required to train a BERT model are very high, and such a complex model can … Read more
Author: Chen Zhiyan This article is about 3000 words, recommended reading time is 7 minutes. This article introduces the use of the BERT model to automatically classify, filter, and summarize a large amount of COVID-19 information on Twitter. Twitter has always been an important source of news, and during the COVID-19 pandemic, the public can … Read more
Author: GjZero Tags: Bert, Chinese Classification, Sentence Vector This article is about 1500 words, recommended reading time is 8 minutes. This article starts from practice, guiding everyone through the tutorial on Chinese text classification using Bert and its use as a sentence vector. Bert Introduction The Bert model is a language representation model released by … Read more
Follow the public account “ML_NLP“ Set as “Starred“, important content delivered first! Source | Zhihu Address | https://zhuanlan.zhihu.com/p/112235454 Author | TotoroWang Editor | Machine Learning Algorithms and Natural Language Processing Public Account This article has been authorized by the author and is prohibited from secondary reproduction Introduction Since I have been working on BERT models … Read more
Follow the public account “ML_NLP“ Set as “Starred” to receive heavy content promptly! Bert is a pre-trained model that has dominated the leaderboard of natural language processing tasks since its introduction; numerous improved pre-trained models based on it have also emerged. This article does not explain what Bert is, but attempts to compare and analyze … Read more
Big Data Digest and Baidu NLP jointly produced Compiled by: Andy Proofread by: Baidu NLP, Long Xincheng Original Author: Jesse Vig Some intuitive patterns emerge in BERT’s intricate attention networks. 2018 was a turning point in the field of natural language processing, with a series of deep learning models achieving the best results on various … Read more
Follow the public account “ML_NLP“ Set it as “Starred“, delivering heavy content to you first! Source | Zhihu Address | https://zhuanlan.zhihu.com/p/69389583 Author | Lao Song’s Tea Book Club Editor | Machine Learning Algorithms and Natural Language Processing Public Account This article is for academic sharing only. If there is an infringement, please contact the backend … Read more
Follow the WeChat account “ML_NLP“ Set as “Starred“, heavy content delivered first-hand! Source | Zhihu Link | https://zhuanlan.zhihu.com/p/132554155 Author | Haichen Wei Editor | Machine Learning Algorithms and Natural Language Processing WeChat Account This article is for academic sharing only, if there is any infringement, please contact the backend for deletion. With the continuous development … Read more