In-Depth Guide to Prompt Learning and Tuning

In-Depth Guide to Prompt Learning and Tuning

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, targeting NLP graduate students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academia and industry of natural language processing and machine learning, especially for the advancement of beginners. Reprinted … Read more

Application of Prompt in NER Scenarios

Application of Prompt in NER Scenarios

MLNLP ( Machine Learning Algorithms and Natural Language Processing ) community is a well-known natural language processing community both domestically and internationally, covering NLP graduate students, university teachers, and researchers in enterprises. The vision of the community is to promote communication between the academic and industrial sectors of natural language processing and machine learning, as … Read more

Teachers Need to Write AI Prompts in the AI Era

Teachers Need to Write AI Prompts in the AI Era

AI is an excavator for knowledge workers, significantly enhancing teaching and research productivity. Below is an article by Teacher Wang Jue on AI teaching skills, feel free to check it out: ———————————————— When controlling large models to complete general tasks, you only need to give instructions in natural language. For example, in Kimi, we can … Read more

Precise Induction of Language Model Knowledge Through Prompt Construction

Precise Induction of Language Model Knowledge Through Prompt Construction

NLP Paradigm Evolution Fully Supervised Learning (Non-neural Network): Trains a specific task model only on the input-output sample dataset for the target task, heavily relying on feature engineering. Fully Supervised Learning (Neural Network): Combines feature learning with model training, shifting the research focus to architecture engineering, which designs a network architecture (like CNN, RNN, Transformer) … Read more

Handling Alert, Confirm, and Prompt Dialogs in Playwright

Handling Alert, Confirm, and Prompt Dialogs in Playwright

In Selenium, automated testing often encounters various dialogs: alert, confirm, and prompt. These are common scenarios in business applications. Therefore, when learning the Playwright framework, these situations are also inevitable. Today, I will share how to handle these three types of dialogs in the Playwright framework. First, let’s understand the differences between these three types … Read more

From CLIP to CoOp: A New Paradigm for Visual-Language Models

From CLIP to CoOp: A New Paradigm for Visual-Language Models

Follow the public account “ML_NLP“ Set as “Starred” to receive valuable content promptly! Reprinted from | Smarter Recently, a new paradigm of Prompt has been proposed in the NLP field, aiming to revolutionize the original Fine-tuning method. In the CV field, Prompt can actually be understood as the design of image labels. From this perspective, … Read more

How to Use Large Models and Prompts to Solve Industry Problems

How to Use Large Models and Prompts to Solve Industry Problems

The Explosion of Technology, Large Models Lead the Way Generative AI is changing our world with astonishing momentum, sweeping through various industries and fields globally, disrupting many people’s work and life paradigms.After PGC and UGC, AIGC has become a hot content production model.As long as you have ideas and the passion to create, large models … Read more

How to Write Effective Prompts for AIGC

How to Write Effective Prompts for AIGC

In the first three articles of this series, we introduced the concept of large language models (link), training methods (link), and core capabilities (link). However, using GPT effectively is still not a simple task. The key to mastering AIGC lies in writing effective prompts. Prompt: Refers to a segment of text input provided to the … Read more

How to Write Prompts for Large Language Models in Mathematical Modeling Competitions

How to Write Prompts for Large Language Models in Mathematical Modeling Competitions

In large language models, a “prompt” refers to the input text provided to the model to instruct or guide it to produce specific outputs. Its main function is to inform the model about what kind of information the user wants to obtain or what kind of task they want to complete. For example, when using … Read more

Latest Advances in Immunotherapy for Gastric Cancer

Latest Advances in Immunotherapy for Gastric Cancer

Based on clinical research progress Keeping up with academic literature reports Inviting authoritative experts for interpretation “China Medical Forum” collaborates with “Baiyi Medical Department“ Monthly selection, classic every issue Sincerely invite attention to “Frontline of Immunotherapy for Gastrointestinal Cancer!“ Reviewing Experts Professor Xu Tongpeng MD, Associate Chief Physician of Oncology at Jiangsu Provincial People’s Hospital, … Read more