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Frequently Asked Question (FAQ) retrieval is an important task where the objective is to retrieve an appropriate Question-Answer (QA) pair from a database based on a user's query.
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High Accuracy Retrieval with Multiple Nested Ranker. In SIGIR . ACM, 437–444
Irina Matveeva, Chris Burges, Timo Burkard, Andy Laucius, and Leon Wong. 2006 · 2006
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TSUBAKI: An Open Search Engine Infrastructure for Developing New Information Access Methodology. In IJCNLP . 189–196
Keiji Shinzato, Tomohide Shibata, Daisuke Kawahara, Chikara Hashimoto, and Sadao Kurohashi. 2008 · 2008
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LSTM-based Deep Learning Models for Non-factoid Answer Selection
Ming Tan, Bing Xiang, and Bowen Zhou. 2015 · 2015
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SQuAD: 100,000+ Questions for Machine Comprehension of Text. In EMNLP . Association for Computational Linguistics, 2383–2392
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
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Neural Machine Translation of Rare Words with Subword Units. In ACL . Association for Computational Linguistics, 1715–1725
Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016 · 2016
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Attention is All you Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
Cited alongside, same era.
Paraphrase-focused learning to rank for domain-specific frequently asked questions retrieval
Mladen Karan and Jan Snajder. 2018 · 2018
Later among the works it cites.
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding. In EMNLP2018 Workshop BlackboxNLP . Association for Computational Linguistics, 353–355
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, and Samuel Bowman. 2018 · 2018
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Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots. In ACL . 420–425
Yu Wu, Wei Wu, Zhoujun Li, and Ming Zhou. 2018 · 2018
Later among the works it cites.
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