Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval

21 December 2020

Papers citing "Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval"

30 / 30 papers shown

Title
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 77 379 0 15 Feb 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 316 616 0 13 Oct 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 37 21 0 20 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 93 1,207 0 01 Jul 2020
ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search Nick Craswell Daniel Fernando Campos Bhaskar Mitra Emine Yilmaz B. Billerbeck 34 81 0 09 Jun 2020
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 107 1,086 0 13 Jan 2019
Active Metric Learning for Supervised Classification K. Kumaran Dimitri J. Papageorgiou Yu-Ting Chang Minhan Li Martin Takáč 33 11 0 28 Mar 2018
aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model Liu Yang Qingyao Ai Jiafeng Guo W. Bruce Croft 32 213 0 05 Jan 2018
Variational Attention for Sequence-to-Sequence Models Hareesh Bahuleyan Lili Mou Olga Vechtomova Pascal Poupart DRL 59 117 0 21 Dec 2017
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning Christian Buck Jannis Bulian Massimiliano Ciaramita Wojciech Gajewski Andrea Gesmundo N. Houlsby Wei Wang 46 167 0 22 May 2017
Neural Ranking Models with Weak Supervision Mostafa Dehghani Hamed Zamani Aliaksei Severyn J. Kamps W. Bruce Croft 62 415 0 28 Apr 2017
Pyndri: a Python Interface to the Indri Search Engine Christophe Van Gysel Evangelos Kanoulas Maarten de Rijke 20 24 0 03 Jan 2017
Adaptability of Neural Networks on Varying Granularity IR Tasks Daniel Cohen Qingyao Ai W. Bruce Croft OOD 22 15 0 24 Jun 2016
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
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 284 7,286 0 13 Jun 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 162 11,135 0 14 Mar 2016
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 72 633 0 07 Nov 2015
deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets Michel Galley Chris Brockett Alessandro Sordoni Yangfeng Ji Michael Auli Chris Quirk Margaret Mitchell Jianfeng Gao W. Dolan 62 155 0 23 Jun 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 266 13,079 0 12 Mar 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 38 1,336 0 11 Mar 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 142 1,959 0 16 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 279 10,034 0 10 Feb 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 376 27,205 0 01 Sep 2014
Recurrent Models of Visual Attention Volodymyr Mnih N. Heess Alex Graves Koray Kavukcuoglu VLM 104 3,645 0 24 Jun 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 181 14,703 0 20 Jun 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 167 16,311 0 30 Apr 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 68 3,556 0 08 Apr 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 159 14,831 1 21 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 282 33,445 0 16 Oct 2013
A Fast and Simple Algorithm for Training Neural Probabilistic Language Models A. Mnih Yee Whye Teh 85 578 0 27 Jun 2012