PICa
Question Answering Experiment
An empirical study on using GPT-3 for multimodal question answering tasks with few-shot learning.
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA, AAAI 2022 (Oral)
85 stars
3 watching
6 forks
Language: Python
last commit: almost 3 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 minimaxir/gpt-3-experiments | A collection of test prompts and generated texts for evaluating OpenAI's GPT-3 API | 701 |
 mmz-001/knowledge_gpt | An application that utilizes language models and machine learning to provide instant citations and answers from uploaded documents. | 1,624 |
 open-mmlab/multimodal-gpt | Trains a multimodal chatbot that combines visual and language instructions to generate responses | 1,478 |
 makarandtapaswi/movieqa_cvpr2016 | This project explores question-answering in movies using various machine learning approaches. | 80 |
 gitabcworld/fewshotlearning | An implementation of the Optimization as a Model for Few-Shot Learning paper in PyTorch | 255 |
 neu-datamining/pica | Develops an empathy-based conversational AI model for emotional support and coaching | 86 |
 allenai/document-qa | Tools and codebase for training neural question answering models on multiple paragraphs of text data | 435 |
 geeks-of-data/knowledge-gpt | Extracts and stores information from various sources using AI models to generate answers. | 283 |
 snap-stanford/med-flamingo | A Python-based few-shot learning framework for medical applications utilizing a visual language model. | 396 |
 lupantech/scienceqa | A dataset and software framework for building multimodal reasoning systems to answer science questions. | 615 |
 milvlg/prophet | An implementation of a two-stage framework designed to prompt large language models with answer heuristics for knowledge-based visual question answering tasks. | 270 |
 sergioburdisso/pyss3 | A Python package implementing an interpretable machine learning model for text classification with visualization tools | 336 |
 hwchase17/notion-qa | A Python-based question answering system built on top of Notion's database and OpenAI's API for natural language processing. | 2,139 |
 jshilong/gpt4roi | Training and deploying large language models on computer vision tasks using region-of-interest inputs | 517 |
 jaredkirby/smartpilot | An AI-powered question answering program that uses language models to generate and select the best response. | 45 |