AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

2 papers

Preprint2023

Florence-2

Unknown

Florence-2 unifies diverse vision tasks under a single sequence-to-sequence model using prompt-based instructions and a massive multitask dataset.

0Nov 1, 2023PromptingComputer Vision

arXiv

PreprintACM Computing Surveys2022Featured

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

Pengfei Liu, Weizhe Yuan, Jinlan Fu, et al.

This paper systematically surveys prompt-based learning in NLP, a paradigm where pre-trained language models are adapted to tasks via textual prompts for few-shot or zero-shot learning.

5.6kSep 14, 2022PromptingFew Shot Learning

arXiv