Prompt Paradigms in Multimodal: CLIP

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Prompt Paradigms in Multimodal: CLIP

Machine Learning Algorithms and Natural Language Processing(ML-NLP) is one of the largest natural language processing communities both domestically and internationally, gathering over 500,000 subscribers, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The Vision of the Communityis to promote communication and progress between the academic and industrial sectors of natural language processing … Read more

Prompt Learning Models for Collaborative Problem Solving

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Prompt Learning Models for Collaborative Problem Solving

Results Introduction 💡 Paper Title: Application of Prompt Learning Models in Identifying the Collaborative Problem Solving Skills in an Online Task. 📚 Journal: Computer-Supported Cooperative Work and Social Computing (CSCW), 2024 🔗 Paper Link: http://arxiv.org/abs/2407.12487 1. Background and Motivation Collaborative abilities, innovation capabilities, communication skills, and critical thinking are recognized as core skills that individuals … Read more

Why Are Gaokao Essay Topics Called Essay Prompts?

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Why Are Gaokao Essay Topics Called Essay Prompts?

Every year, the essay topics in the Chinese National College Entrance Examination (Gaokao) receive widespread attention and coverage. In English, the topic of an essay is not referred to as Questions or Problems, but rather as Essay prompts. Here is an example: Read the material below and write according to the requirements. Mozi said: “View … Read more

Important Things Should Be Said Twice! Prompt ‘Repeater’ Significantly Enhances LLM Reasoning Ability

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Important Things Should Be Said Twice! Prompt 'Repeater' Significantly Enhances LLM Reasoning Ability

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and researchers in enterprises. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for the … Read more

Midjourney’s New Describe Feature: AI Image to Text Conversion

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Midjourney's New Describe Feature: AI Image to Text Conversion

Is the prompt generated by AI better than those handwritten by humans? In today’s world, where various AIGC products are emerging, getting AI to create an image is no longer a challenge. Despite the advantages of “no need to draw” and “zero threshold for creation”, many people still struggle to achieve their ideal artwork with … Read more

Daily Tech: Prompt Reverse Engineering for Xiaohongshu Copywriting Generator

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Daily Tech: Prompt Reverse Engineering for Xiaohongshu Copywriting Generator

Photography: Product Manager Delicious Meat on the Table Many students who follow my public account know how to write web crawlers. But to write a good web crawler, you must master some reverse engineering techniques to analyze web pages’ JavaScript and Android apps, thus breaking signatures or bypassing anti-crawling restrictions. In the past six months, … Read more

How to Train Your ChatGPT

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How to Train Your ChatGPT

Language models represented by ChatGPT have been popular for some time. People have shifted from “how to use” to “how to make it more useful”. In June, OpenAI’s ChatGPT saw a global traffic decline of 10%, marking the first drop in traffic since its launch, indicating that many people may not have integrated it into … Read more

Core Techniques for Effective ChatGPT Prompts

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Core Techniques for Effective ChatGPT Prompts

With the popularity of ChatGPT, more and more people are integrating it into their daily work, study, and life. Some use it for work reports, content creation, personal brand incubation, programming development, etc. Initially, everyone found this question-and-answer dialogue interesting; as long as you dare to ask, it can answer you. However, after using it … Read more

Prompt Learning in Recommender Systems

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Prompt Learning in Recommender Systems

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Source: … Read more

Prompt-Based Contrastive Learning for Sentence Representation

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Prompt-Based Contrastive Learning for Sentence Representation

This article is approximately 1100 words long and is recommended to be read in 5 minutes. This article proposes using prompts to capture sentence representations. Although language models like BERT have achieved significant results, they still perform poorly in terms of sentence embeddings due to issues of sentence bias and anisotropy; We found that using … Read more