AllenNLP

The Upstream, Midstream, and Downstream of AIGC Industry Chain

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The Upstream, Midstream, and Downstream of AIGC Industry Chain

AIGC stands for Artificial Intelligence Generated Content, which refers to content generated automatically using artificial intelligence technologies, particularly deep learning algorithms. AIGC is a new content creation method that follows Professional Generated Content (PGC) and User Generated Content (UGC). AIGC encompasses many different industries and applications. Based on the characteristics of the AIGC industry, its … Read more

The Data Science Behind Natural Language Processing

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The Data Science Behind Natural Language Processing

Produced by Big Data Digest Source: medium Translated by: Lu Zhen, Xia Yahui Natural Language Processing (NLP) is a field within computer science and artificial intelligence. NLP is the communication between humans and machines, allowing machines to interpret our language and respond effectively. This field has existed since the 1950s; you may have heard of … Read more

Neural Network Transfer Learning for Natural Language Processing

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Neural Network Transfer Learning for Natural Language Processing

Recommended by New Intelligence Yuan Source: Zhuangzhi (ID: Quan_Zhuanzhi) [New Intelligence Yuan Guide] In reality, natural language processing faces various types of tasks across multiple domains and languages, making it impractical to label data for each task individually. Transfer learning allows for the transfer of learned knowledge to related scenarios. This article introduces Dr. Sebastian … Read more

ACL 2019 Review: Trends in Natural Language Processing

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ACL 2019 Review: Trends in Natural Language Processing

Reported by New Intelligence Source: Mihail Eric Editors: Yuanzi, Daming [New Intelligence Guide] Alexa AI Machine Learning Scientist reviews and summarizes the content of the ACL 2019 conference, summarizing the current trends in the NLP field from multiple aspects including reducing bias, practical applications, and model integration capabilities. This week, at ACL 2019 held in … Read more

Natural Language Processing (NLP) Algorithm Learning Path!

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Natural Language Processing (NLP) Algorithm Learning Path!

Yunzhong from Aofeisi Quantum Bit Editor | Public Account QbitAI NLP has been very popular in recent years and is developing particularly fast. Technologies such as BERT, GPT-3, Graph Neural Networks, and Knowledge Graphs have emerged. We are in an era of information explosion, facing a flood of online resources and papers every day. Often, … Read more

An Overview of NLP from Linguistics to Deep Learning

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An Overview of NLP from Linguistics to Deep Learning

Selected from arXiv Compiled by Machine Heart Contributors: Li Yazhou, Jiang Siyuan This article starts with two papers to briefly introduce the basic classifications and concepts of Natural Language Processing (NLP), and then showcases NLP in deep learning to the readers. Both papers are excellent introductory reviews, and readers who wish to delve deeper into … Read more

Basic Tasks in Natural Language Processing with Python

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Basic Tasks in Natural Language Processing with Python

Natural Language Processing (NLP) is an interdisciplinary field of computer science and linguistics, aimed at enabling computers to understand, interpret, and generate natural language. In Python, NLP tasks can be accomplished using a series of powerful libraries and tools, such as NLTK, spaCy, and TextBlob. This article will introduce some basic NLP tasks and provide … Read more

Must-See! Complete Collection of NLP Interview Questions (38)

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Must-See! Complete Collection of NLP Interview Questions (38)

Hello everyone! I am very glad to have the opportunity to share with you common interview questions in the field of Natural Language Processing (NLP). As an important branch of artificial intelligence, NLP has developed rapidly in recent years and has a wide range of applications in various industries. Familiarity with these interview questions can … Read more

Mastering NLTK: The Ultimate Python Library for NLP

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Mastering NLTK: The Ultimate Python Library for NLP

NLTK: The Most Powerful Natural Language Processing Python Library! Have you ever wondered how to make computers understand human language? Or dreamed of creating an AI assistant that can converse with people? If so, you definitely shouldn’t miss out on NLTK, this powerful Python library. I once faced a tricky problem: analyzing a large amount … Read more

AllenNLP: A Deep Learning Framework for NLP

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AllenNLP: A Deep Learning Framework for NLP

AllenNLP is an open-source deep learning framework based on PyTorch that focuses on natural language processing (NLP) tasks. Developed by the Allen Institute for AI, it aims to provide researchers and engineers in NLP with a flexible, efficient, and easily extensible platform that supports a complete workflow from rapid experimentation to production-level deployment. 1. Why … Read more