AllenNLP

PromptCLUE: Large-Scale Multi-Task Prompt Pre-Trained Chinese Open Source Model

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PromptCLUE: Large-Scale Multi-Task Prompt Pre-Trained Chinese Open Source Model

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and PhD students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning at home and abroad, … Read more

CMU Liu Pengfei: The Fourth Paradigm of NLP

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CMU Liu Pengfei: The Fourth Paradigm of NLP

Written by | Liu Pengfei Edited by | Jia Wei Source | AI Technology Review In the past two years, the research paradigm based on pre-training + fine-tuning has rapidly swept the entire field of NLP. This research paradigm is widely recognized as a revolutionary paradigm in NLP research, with previous paradigms including “expert systems,” … Read more

An Overview of Prompt Learning Techniques

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An Overview of Prompt Learning Techniques

MLNLP Community is a well-known machine learning and natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. Community Vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and abroad, especially for the … Read more

ACL 2022 Outstanding Paper: Bugs in Prompt Paradigms

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ACL 2022 Outstanding Paper: Bugs in Prompt Paradigms

By | python The rise of large models like GPT-3 has brought about a new paradigm of in-context learning. In in-context learning, the model does not use gradient descent to adjust parameters based on supervised samples; instead, it connects the inputs and outputs of supervised samples as prompts, guiding the model to generate predictions based … Read more

Prompt-Based Contrastive Learning for Sentence Representation

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Prompt-Based Contrastive Learning for Sentence Representation

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP graduate students, university teachers, and industry researchers. The community’s vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted from | NewBeeNLP Author … Read more

AI Replaces Humans: Automatic Prompt Generation

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AI Replaces Humans: Automatic Prompt Generation

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. Community Vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for the progress of beginners. Reprinted … Read more

Notes on Andrew Ng’s Prompt Course

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1. Course Introduction Two Types of Large Models Base LLMs: Predict the next word based on text training data. Instruction Tuned LLMs: Refined through RLHF on the base, forming useful, honest, and harmless AI. 2. Prompt Principles Principle 1: Write Clear and Specific Instructions clear != short Principle 2: Give the Model Time to “Think” … Read more

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

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