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01/20/2021
Towards Confident Machine Reading Comprehension
There has been considerable progress on academic benchmarks for the Read...
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11/08/2019
The TechQA Dataset
We introduce TechQA, a domain-adaptation question answering dataset for ...
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10/30/2019
Ensembling Strategies for Answering Natural Questions
Many of the top question answering systems today utilize ensembling to i...
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09/11/2019
Frustratingly Easy Natural Question Answering
Existing literature on Question Answering (QA) mostly focuses on algorit...
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09/09/2019
Span Selection Pre-training for Question Answering
BERT (Bidirectional Encoder Representations from Transformers) and relat...
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08/16/2019
CFO: A Framework for Building Production NLP Systems
This paper introduces a novel orchestration framework, called CFO (COMPU...
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04/22/2018
A Study on Passage Re-ranking in Embedding based Unsupervised Semantic Search
State of the art approaches for (embedding based) unsupervised semantic ...
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04/22/2018
Query Focused Variable Centroid Vectors for Passage Re-ranking in Semantic Search
In this paper, we propose a new approach for passage re-ranking. We show...
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08/14/2017