Table of Contents

• Setup
• Generating Prompts
• Label Token Selection

Setup

1. Create conda environment

conda create -n autoprompt -y python=3.7 && conda activate autoprompt

2. Install dependecies

Install the required packages

pip install -r requirements.txt

Also download the spacy model

python -m spacy download en

3. Download the data

The datasets

There are a couple different datasets for fact retrieval and relation extraction so here are brief overviews of each:

• Fact Retrieval
  • original:
  • original_rob:
  • trex:
• Relation Extraction

Generating Prompts

Quick Overview of Templates

Depending on the language model

Fact Retrieval

python

Relation Extraction

python -m autoprompt.create_trigger \
    

Label Token Selection

For sentiment analysis

python 

For NLI

python

## Evaluation for Fact Retrieval and Relation Extraction

###. Setup LAMA
Clone 

### 4. Miscellaneous
## Citation