MRNN: A Multi-Resolution Neural Network with Duplex Attention for Document Retrieval in the Context of Question Answering

3 November 2019

Papers citing "MRNN: A Multi-Resolution Neural Network with Duplex Attention for Document Retrieval in the Context of Question Answering"

26 / 26 papers shown

Title
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases Tolgahan Cakaloglu Xiaowei Xu RALM 21 5 0 02 Feb 2019
Text Embeddings for Retrieval From a Large Knowledge Base Tolgahan Cakaloglu Christian Szegedy Xiaowei Xu AI4TS RALM 25 15 0 24 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 961 93,936 0 11 Oct 2018
Deep Relevance Ranking Using Enhanced Document-Query Interactions Ryan T. McDonald George Brokos Ion Androutsopoulos 33 127 0 05 Sep 2018
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 33 217 0 29 May 2018
Training a Ranking Function for Open-Domain Question Answering Phu Mon Htut Samuel R. Bowman Kyunghyun Cho RALM OOD 48 49 0 12 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 111 11,520 0 15 Feb 2018
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 87 1,238 0 26 Dec 2017
Quasar: Datasets for Question Answering by Search and Reading Bhuwan Dhingra Kathryn Mazaitis William W. Cohen RALM 43 184 0 12 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 453 129,831 0 12 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 110 1,610 0 05 Jun 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 173 2,099 0 05 May 2017
PACRR: A Position-Aware Neural IR Model for Relevance Matching Kai Hui Andrew Yates K. Berberich Gerard de Melo 29 155 0 12 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 98 2,003 0 31 Mar 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 631 36,599 0 25 Aug 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 153 8,067 0 16 Jun 2016
Attentive Pooling Networks Cicero Nogueira dos Santos Ming Tan Bing Xiang Bowen Zhou 49 347 0 11 Feb 2016
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin Hinrich Schütze Bing Xiang Bowen Zhou 72 944 0 16 Dec 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 281 13,079 0 12 Mar 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 45 1,336 0 11 Mar 2015
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval Hamid Palangi Li Deng Yelong Shen Jianfeng Gao Xiaodong He Jianshu Chen Xinying Song Rabab Ward 3DV RALM 57 825 0 24 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 328 43,154 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 200 18,534 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 842 149,474 0 22 Dec 2014
Deep Learning for Answer Sentence Selection Lei Yu Karl Moritz Hermann Phil Blunsom S. Pulman 33 411 0 04 Dec 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 182 9,231 0 16 May 2014