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03/17/2022
DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection
While transformers demonstrate impressive performance on many knowledge ...
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01/16/2022
In Situ Answer Sentence Selection at Web-scale
Current answer sentence selection (AS2) applied in open-domain question ...
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01/16/2022
Double Retrieval and Ranking for Accurate Question Answering
Recent work has shown that an answer verification step introduced in Tra...
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07/09/2021
Joint Models for Answer Verification in Question Answering Systems
This paper studies joint models for selecting correct answer sentences a...
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04/18/2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data
Answer sentence selection (AS2) modeling requires annotated data, i.e., ...
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02/20/2021
Multilingual Answer Sentence Reranking via Automatically Translated Data
We present a study on the design of multilingual Answer Sentence Selecti...
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02/20/2021
CDA: a Cost Efficient Content-based Multilingual Web Document Aligner
We introduce a Content-based Document Alignment approach (CDA), an effic...
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02/20/2021
Machine Translation Customization via Automatic Training Data Selection from the Web
Machine translation (MT) systems, especially when designed for an indust...
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05/02/2020
AVA: an Automatic eValuation Approach to Question Answering Systems
We introduce AVA, an automatic evaluation approach for Question Answerin...
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11/11/2019
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection
We propose TANDA, an effective technique for fine-tuning pre-trained Tra...
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09/16/2018