NewsSort - News intelligence subsystem
NewsSort - News intelligence subsystem
Demo video portal: NewsSort - News intelligence subsystem
1, Project introduction and description
1.1 project introduction:
Projects in previous periods 2021 China software Cup - News intelligence subsystem In, we completed the training of news long text 10 classification model by fine-tuning training ...
Posted by hennety on Sun, 28 Nov 2021 04:09:07 +0100
"Reasoning problem based on common sense knowledge" source code analysis - overall structure problem
2021SC@SDUSC
In the source code analysis in the past few weeks, we have learned how drfact preprocesses the corpus and what the drfact model algorithm has done in the previous steps. However, I will not analyze the specific source code in this week's source code analysis. The reason is that when I conducted source code analysis this week and r ...
Posted by kyme on Sun, 21 Nov 2021 20:07:43 +0100
[actual combat] it's time to thoroughly understand the BERT model (don't collect)
introduction
This article is [theory] it's time to thoroughly understand the BERT model Sister articles. In this paper, we pass 🤗 The transformers library is used to practice using the pre trained BERT model.
We will mainly focus on the emotion recognition task in practical text classification and the question and answer task in natural lang ...
Posted by Syphon on Sat, 20 Nov 2021 15:11:16 +0100
[Paddle competition] iFLYTEK title - academic paper classification challenge 0.8+Baseline
[Paddle competition] iFLYTEK title - academic paper classification challenge 0.8+Baseline
1, Project introduction
1. Project introduction:
This project is iFLYTEK title - academic paper classification challenge paddle version Baseline, with a submission score of 0.8 +. At present, there is still a large space for optimization, and more attem ...
Posted by kingleo on Mon, 08 Nov 2021 03:23:48 +0100
Malicious web page identification using PaddleNLP: identify web page tag sequence with BERT
This article is the sixth in the "malicious web page identification using PaddleNLP" series, which is continuously updated
Series background: Malicious web page identification using PaddleNLP A series of projects focus on one of the biggest challenges in current network security management - how to prevent users from accessing malic ...
Posted by Joeker on Tue, 02 Nov 2021 00:54:31 +0100
Text currency amount extraction and analysis, jiunlp
Given a piece of text, extract the monetary amount string, and standardize all amounts.
Jianlp Chinese preprocessing and parsing Toolkithttps://github.com/dongrixinyu/JioNLP Where, jio.ner.extract_money and jio.parse_money can extract monetary amounts from a piece of text and standardize the results. Let's take an example:
Given a paragraph o ...
Posted by Hatdrawn on Mon, 25 Oct 2021 13:56:26 +0200
[NLP] summary of Chinese and English keyword extraction technology in python
[NLP] summary of Chinese and English keyword extraction technology in python
Whether in Chinese or English, keyword extraction technology has very important application value and analysis value. The following introduces several common keyword extraction methods for Chinese and English in python environment.
1. English
Several methods of extr ...
Posted by theCro on Mon, 25 Oct 2021 04:40:26 +0200
Tianchi zero foundation entry NLP competition practice: Task1&Task2 data reading and data analysis
Task 1 & Task 2 data reading and data analysis
The game data is text data, and each news is of variable length, which is stored in csv format. Therefore, you can directly use Pandas to complete the data reading operation.
import pandas as pd
train_df = pd.read_csv(r'train_set.csv', sep='\t')
pd.read_csv common parameters:
The read file ...
Posted by ozman26 on Sun, 24 Oct 2021 21:26:40 +0200
Cesium intermediate tutorial 1 - spatial data visualization
This tutorial will teach readers how to draw spatial data such as points, markers, labels, lines, models, shapes, and objects using cesium's Entity API. Cesium's prior knowledge is not required, but if the reader has no experience in this field at all, the reader may want to learn from it "Beginner's Chinese tutorial (original)" Start ...
Posted by aneuryzma on Wed, 20 Oct 2021 01:41:17 +0200
Undergraduate in-depth learning - the simplest LSTM explanation, multi picture display, source code practice and suggestions collection
catalogue
1. What is lstm
2. Network structure of lstm
1. Architecture diagram
3. lstm's door
3.1 description of input data
3.2 the core of LSTM is three gate functions
3.3 door
3.4 input gate
3.5 output valve
4. pytorch module parameters
5. lstm example
Required packages:
Source code:
6. Summary
It's been a while since the last ...
Posted by jannz on Mon, 18 Oct 2021 02:18:31 +0200