Prompt Learning

Prompt Learning Models for Collaborative Problem Solving

by
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

Prompt Learning in Recommender Systems

by
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

by
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

In-Depth Guide to Prompt Learning and Tuning

by
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

Has Prompt Tuning Surpassed Fine Tuning?

by
Has Prompt Tuning Surpassed Fine Tuning?

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

Overview of Prompt Learning and Tuning

by
Overview of Prompt Learning and Tuning

↑ ClickBlue Text Follow the Jishi platform Author丨Jarvis73@Zhihu (Authorized) Source丨https://zhuanlan.zhihu.com/p/601905339 Editor丨Jishi Platform Jishi Guide This article summarizes Prompt Learning/Tuning. >> Join the Jishi CV technology exchange group to stay at the forefront of computer vision Since the advent of Self-Attention and Transformer, they have become the new stars in the field of natural language processing. … Read more