RankQA: Neural Question Answering with Answer Re-Ranking

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RankQA: Neural Question Answering with Answer Re-Ranking

7 June 2019

Bernhard Kratzwald

Stefan Feuerriegel

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Papers citing "RankQA: Neural Question Answering with Answer Re-Ranking"

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Title
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 98 15 0 11 Jun 2022
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering Wei Yang Yuqing Xie Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM OOD 52 64 0 14 Apr 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 115 495 0 05 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering Jinhyuk Lee Seongjun Yun Hyunjae Kim Miyoung Ko Jaewoo Kang RALM 52 88 0 01 Oct 2018
Adaptive Document Retrieval for Deep Question Answering Bernhard Kratzwald Stefan Feuerriegel 47 52 0 20 Aug 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 67 163 0 21 May 2018
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell RALM 74 162 0 14 Nov 2017
R $^3$ : Reinforced Reader-Ranker for Open-Domain Question Answering Shuohang Wang Mo Yu Xiaoxiao Guo Zhiguo Wang Tim Klinger Wei Zhang Shiyu Chang Gerald Tesauro Bowen Zhou Jing Jiang RALM 52 64 0 31 Aug 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 116 2,015 0 31 Mar 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 286 8,134 0 16 Jun 2016
Key-Value Memory Networks for Directly Reading Documents Alexander H. Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston RALM KELM OffRL 100 969 0 09 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014