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” 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
Follow the official account “ML_NLP“ Set as “Starred“, essential content delivered promptly! From | Zhihu Address | https://zhuanlan.zhihu.com/p/85506365 Author | debuluoyi Editor | Machine Learning Algorithms and Natural Language Processing Official Account This article is for academic sharing only. If there is infringement, please contact us to delete it. 1. Overview Before introducing deep interaction … Read more
Follow the official account “ML_NLP“ Set as “Starred“, heavy content delivered instantly! Reprinted from｜PaperWeekly ©PaperWeekly Original · Author｜Xiong Zhiwei School｜Tsinghua University Research Direction｜Natural Language Processing BERT has gained significant success and attention since its introduction in 2018. Based on this, various related models have been proposed in academia to improve BERT. This article attempts to … Read more
Source: Deephub Imba This article is about 1500 words long and takes about 5 minutes to read. In this article, we want to demonstrate how to use the pre-trained weights of an encoder-only model to provide a good starting point for our fine-tuning. BERT is a famous and powerful pre-trained encoder model. Let’s see how … Read more
Click on the above “MLNLP” to select the “Star” public account Heavyweight content delivered at the first time Reprinted from the public account: AI Technology Review Introduction:Which is stronger, BERT, RoBERTa, DistilBERT, or XLNet?Choosing among different research fields and application scenarios has become a big challenge.Don’t panic, this article will help you clarify your thoughts. … Read more
Author: Chen Zhiyan This article is about 4400 words long and is recommended to read in over 10 minutes. The article provides a detailed interpretation of the source code for the BERT model pre-training task, analyzing each implementation step of the BERT source code in the Eclipse development environment. The BERT model architecture is an … Read more