Contents
methods
Intro to Automated Question Answering • Apr 28, 2020
background
Intro to Automated Question Answering • Apr 28, 2020
PyTorch
Building a QA System with BERT on Wikipedia • May 19, 2020
Hugging Face
Building a QA System with BERT on Wikipedia • May 19, 2020
Wikipedia
Building a QA System with BERT on Wikipedia • May 19, 2020
BERT
Building a QA System with BERT on Wikipedia • May 19, 2020
Building a QA System with BERT on Wikipedia • May 19, 2020
no answer
Evaluating QA: Metrics, Predictions, and the Null Response • Jun 9, 2020
null threshold
Evaluating QA: Metrics, Predictions, and the Null Response • Jun 9, 2020
bert
Evaluating QA: Metrics, Predictions, and the Null Response • Jun 9, 2020
distilbert
Evaluating QA: Metrics, Predictions, and the Null Response • Jun 9, 2020
exact match
Evaluating QA: Metrics, Predictions, and the Null Response • Jun 9, 2020
F1
Evaluating QA: Metrics, Predictions, and the Null Response • Jun 9, 2020
robust predictions
Evaluating QA: Metrics, Predictions, and the Null Response • Jun 9, 2020
elasticsearch
How to Maximize Retriever Performance on a More Natural Dataset • Jul 22, 2020
Evaluating QA: the Retriever & the Full QA System • Jun 30, 2020
mean average precision
Evaluating QA: the Retriever & the Full QA System • Jun 30, 2020
recall for IRQA
Evaluating QA: the Retriever & the Full QA System • Jun 30, 2020
QA system design
How to Maximize Retriever Performance on a More Natural Dataset • Jul 22, 2020
Evaluating QA: the Retriever & the Full QA System • Jun 30, 2020
passage ranking
How to Maximize Retriever Performance on a More Natural Dataset • Jul 22, 2020
masked language model
How to Maximize Retriever Performance on a More Natural Dataset • Jul 22, 2020
word embeddings
How to Maximize Retriever Performance on a More Natural Dataset • Jul 22, 2020
domain adaptation
Beyond SQuAD: How to Apply a Transformer QA Model to Your Data • Jul 22, 2020
transfer learning
Beyond SQuAD: How to Apply a Transformer QA Model to Your Data • Jul 22, 2020
specialized datasets
Beyond SQuAD: How to Apply a Transformer QA Model to Your Data • Jul 22, 2020
QA
Beyond SQuAD: How to Apply a Transformer QA Model to Your Data • Jul 22, 2020
medical QA
Beyond SQuAD: How to Apply a Transformer QA Model to Your Data • Jul 22, 2020