AllenNLP

Essential Algorithms for Deep Learning: Word2Vec (Part 1)

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Essential Algorithms for Deep Learning: Word2Vec (Part 1)

Author: milter Link: https://www.jianshu.com/p/1405932293ea Word2Vec has become a foundational algorithm in the field of NLP. As an AI practitioner, you should feel embarrassed if you do not actively familiarize yourself with this algorithm. This article is a translation, and the original link is: http://mccormickml.com/2016/04/19/word2vec-tutorial-the-skip-gram-model/If your English is good, I strongly recommend reading the original text … Read more

Why NLP Technology Is So Competitive in Industry? An Analysis of Cutting-Edge Cases

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Why NLP Technology Is So Competitive in Industry? An Analysis of Cutting-Edge Cases

In the past two years, the application of artificial intelligence has become increasingly “competitive”, with a new technology emerging every so often that makes people exclaim “respect”. AI seems to understand humans better and is getting closer to “human intelligence”. For instance, during this year’s college entrance examination, the case of AI participating in the … Read more

Current Status and Analysis of Pre-trained Models in NLP

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Current Status and Analysis of Pre-trained Models in NLP

Author | Wang Zeyang Organization | Niutrans Editor | Tang Li Reprinted from WeChat Official Account | AI Technology Review This article is submitted by Wang Zeyang, a graduate student from the Natural Language Processing Laboratory of Northeast University. Wang Zeyang’s research direction is machine translation. Niutrans, whose core members come from the Natural Language … Read more

Introduction to NLP: Rule-Based Chinese Composite Event Extraction with Python Source Code

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Introduction to NLP: Rule-Based Chinese Composite Event Extraction with Python Source Code

Author/IT Duck Image/IT Duck, Internet Introduction What is a composite event? Composite events include conditional events, causal events, sequential events, and inverted events. Many real NLP projects require the extraction of composite events, such as event extraction in knowledge graphs to form event-relationship graphs; event extraction in intelligent chat dialogues to identify user intentions. As … Read more

Understanding LDA Algorithm for Keyword Extraction in NLP

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Understanding LDA Algorithm for Keyword Extraction in NLP

Click the “MLNLP” above, and choose to add “star” or “top” Heavyweight content delivered promptly Reprinted from the public account: Deep Learning Natural Language Processing Citation How do people conveniently browse and obtain information from a large amount of text? The answer is certainly through keywords. Think about it carefully, how do we extract keywords? … Read more

NLP Applications in Coaching – January 2025 Course in Shenzhen

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NLP Applications in Coaching - January 2025 Course in Shenzhen

We are pleased to announce the highly acclaimed course – NLP Applications in Coaching has been fully upgraded and is now live. The new course has been carefully planned and designed, integrating a series of cutting-edge NLP (Neuro-Linguistic Programming) theories and application tools, and is more accurately aligned with the needs of modern coaching practices, … Read more

Essential Guide to Using DeepSeek for Teachers

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Essential Guide to Using DeepSeek for Teachers

In today’s rapidly developing field of artificial intelligence technology, DeepSeek is currently the most popular AI large language model, serving as a powerful assistant for teachers to enhance teaching quality and innovate classroom instruction. Today, I will share with you three common scenarios and usage examples for teachers from lesson preparation to post-class management. Let’s … Read more

Essential Guide to Using DeepSeek for Teachers and Students

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Essential Guide to Using DeepSeek for Teachers and Students

In today’s rapidly developing field of artificial intelligence technology, DeepSeek is currently the hottest AI large language model and serves as a powerful assistant for teachers to enhance teaching quality, innovate classroom teaching, and for students in their daily learning. Today, I will share with you three common scenarios and usage examples that teachers frequently … Read more

Why Transformer-Based Large Models Dominate Development!

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Why Transformer-Based Large Models Dominate Development!

In the development of artificial intelligence, the evolution of model architectures is comparable to the process of the human industrial revolution. From the initial traditional neural networks to today’s Transformer architecture, each technological innovation has propelled a leap in AI technology. The emergence of the Transformer model has not only changed the landscape of natural … Read more

AI Technology in Drug Development: Research and Applications

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AI Technology in Drug Development: Research and Applications

Introduction The era of artificial intelligence (AI) participating in drug research and development is rapidly approaching. In recent years, AI technology has achieved remarkable results in small molecule drug development, demonstrating tremendous potential in molecular innovation, target discovery, and clinical outcome prediction, attracting the attention of numerous pharmaceutical companies and investors worldwide. In the first … Read more