thunlp/PromptPapers resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

4326 stars · 387 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated must-read paper list on prompt-based tuning for pre-trained language models, maintained by THUNLP. It organizes research papers into categories like overview, basics, analysis, improvements, and specializations.

Use cases

• find must-read papers on prompt-based tuning
• learn about prompt learning for pre-trained language models
• survey research on prompt tuning and prompt engineering
• get started with prompt-based fine-tuning research
• track the latest papers on prompt learning

When to choose

• you need a curated reading list on prompt learning research
• you are a researcher surveying prompt-based tuning methods
• you want paper recommendations organized by topic and contribution

When to avoid

• you need runnable code or a software toolkit (use OpenPrompt instead)
• you need a comprehensive database of all NLP papers rather than a curated selection
• you need up-to-date coverage after 2023

Facets

learning-resource · maturity maintenance

nlp machine-learning large-language-models tutorials awesome-list papers prompt-learning prompt-tuning pre-trained-language-models curated-list natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="thunlp/PromptPapers")