PromptPapers
Prompt papers
A curated list of papers on prompt-based tuning for pre-trained language models, providing insights and advancements in the field.
Must-read papers on prompt-based tuning for pre-trained language models.
4k stars
119 watching
380 forks
last commit: over 1 year ago
Linked from 1 awesome list
aibertmachine-learningnlppre-trained-language-modelspromptprompt-basedprompt-learningprompt-toolkit
Related projects:
Repository | Description | Stars |
---|---|---|
thunlp/plmpapers | Compiles and organizes key papers on pre-trained language models, providing a resource for developers and researchers. | 3,328 |
thunlp/openprompt | A flexible framework for adapting pre-trained language models to downstream NLP tasks using textual templates | 4,371 |
ga642381/speechprompt | An approach to leveraging pre-trained models for efficient speech processing tasks by using prompt tuning | 97 |
bigscience-workshop/promptsource | A toolkit for creating and using natural language prompts to enable large language models to generalize to new tasks. | 2,700 |
brexhq/prompt-engineering | Guides software developers on how to effectively use and build systems around Large Language Models like GPT-4. | 8,448 |
microsoft/promptbench | A unified framework for evaluating large language models' performance and robustness in various scenarios. | 2,462 |
instruction-tuning-with-gpt-4/gpt-4-llm | This project generates instruction-following data using GPT-4 to fine-tune large language models for real-world tasks. | 4,210 |
huggingface/alignment-handbook | Provides training recipes and resources to align language models with human preferences | 4,677 |
microsoft/prompt-engine | A utility library for crafting prompts to help Large Language Models generate specific outputs | 2,591 |
dair-ai/ml-papers-explained | An explanation of key concepts and advancements in the field of Machine Learning | 7,315 |
brightmart/text_classification | An NLP project offering various text classification models and techniques for deep learning exploration | 7,861 |
dair-ai/prompt-engineering-guide | A comprehensive resource for designing and optimizing prompts to interact with language models | 50,262 |
openai/gpt-2 | A repository providing code and models for research into language modeling and multitask learning | 22,559 |
openai/lm-human-preferences | Training methods and tools for fine-tuning language models using human preferences | 1,232 |
thunlp/ernie | A toolkit for fine-tuning pre-trained language models with knowledge graph representations to improve performance on entity typing and relation classification tasks. | 1,412 |