research
∙
11/29/2022
SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers
Fine-tuning pre-trained language models (PLMs) achieves impressive perfo...
share
research
∙
06/16/2022
GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions
Recent machine reading comprehension datasets include extractive and boo...
research
∙
05/07/2021
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension
Existing models on Machine Reading Comprehension (MRC) require complex m...
research
∙
10/12/2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation
Transfer learning techniques are particularly useful in NLP tasks where ...
research
∙
11/08/2019
The TechQA Dataset
We introduce TechQA, a domain-adaptation question answering dataset for ...
research
∙
10/30/2019
Ensembling Strategies for Answering Natural Questions
Many of the top question answering systems today utilize ensembling to i...
research
∙
09/11/2019
Frustratingly Easy Natural Question Answering
Existing literature on Question Answering (QA) mostly focuses on algorit...
research
∙
09/09/2019
Span Selection Pre-training for Question Answering
BERT (Bidirectional Encoder Representations from Transformers) and relat...
research
∙
08/16/2019
