FAQ Retrieval using Query-Question Similarity and BERT-Based
Query-Answer Relevance

FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance

8 May 2019

Tomohide Shibata

Sadao Kurohashi

Papers citing "FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance"

8 / 8 papers shown

Title
Match $^2$ : A Matching over Matching Model for Similar Question Identification Zizhen Wang Yixing Fan Jiafeng Guo Liu Yang Ruqing Zhang Yanyan Lan Xueqi Cheng Hui Jiang Xiaozhao Wang 89 15 0 21 Jun 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 882 93,936 0 11 Oct 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots Yuehua Wu Wei Wu Zhoujun Li M. Zhou 40 38 0 07 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 594 7,080 0 20 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 142 8,067 0 16 Jun 2016
LSTM-based Deep Learning Models for Non-factoid Answer Selection Ming Tan Cicero Nogueira dos Santos Bing Xiang Bowen Zhou KELM 49 433 0 12 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 151 7,683 0 31 Aug 2015