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Neural ranking models for document retrieval

23 February 2021

Papers citing "Neural ranking models for document retrieval"

50 / 81 papers shown

Title
Semantic Labeling Using a Deep Contextualized Language Model M. Trabelsi Jin Cao J. Heflin VLM 40 14 0 30 Oct 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua Wu Haifeng Wang RALM OffRL 253 617 0 16 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 383 627 0 13 Oct 2020
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval Xun Yang Jianfeng Dong Yixin Cao Xun Wang Meng Wang Tat-Seng Chua 57 139 0 06 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 139 1,225 0 01 Jul 2020
Table Search Using a Deep Contextualized Language Model Zhiyu Zoey Chen M. Trabelsi J. Heflin Yinan Xu Brian D. Davison LMTD 74 57 0 19 May 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 138 1,370 0 27 Apr 2020
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Zahra Abbasiyantaeb S. Momtazi RALM 62 74 0 16 Feb 2020
Leveraging Schema Labels to Enhance Dataset Search Zhiyu Zoey Chen Haiyan Jia J. Heflin Brian D. Davison 35 24 0 27 Jan 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 197 2,320 0 13 Jan 2020
Product Knowledge Graph Embedding for E-commerce Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan 39 106 0 28 Nov 2019
Image Retrieval and Pattern Spotting using Siamese Neural Network K. L. Wiggers A. Britto L. Heutte Alessandro Lameiras Koerich L. S. Oliveira 44 35 0 22 Jun 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 232 8,433 0 19 Jun 2019
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips Antoine Miech Dimitri Zhukov Jean-Baptiste Alayrac Makarand Tapaswi Ivan Laptev Josef Sivic VGen 115 1,200 0 07 Jun 2019
Deeper Text Understanding for IR with Contextual Neural Language Modeling Zhuyun Dai Jamie Callan 57 448 0 22 May 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 87 1,521 0 14 May 2019
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance Wataru Sakata Tomohide Shibata Ribeka Tanaka Sadao Kurohashi RALM 50 108 0 08 May 2019
Understanding the Behaviors of BERT in Ranking Yifan Qiao Chenyan Xiong Zhenghao Liu Zhiyuan Liu 79 216 0 16 Apr 2019
CEDR: Contextualized Embeddings for Document Ranking Sean MacAvaney Andrew Yates Arman Cohan Nazli Goharian 59 335 0 15 Apr 2019
Simple Applications of BERT for Ad Hoc Document Retrieval Wei Yang Haotian Zhang Jimmy J. Lin 85 197 0 26 Mar 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 124 1,094 0 13 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 250 3,730 0 09 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,517 0 20 Dec 2018
DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval Zhiwen Tang G. Yang 36 17 0 01 Nov 2018
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval Canjia Li Yingfei Sun Xianpei Han Le Wang Kai Hui Andrew Yates Le Sun Jungang Xu 34 68 0 30 Oct 2018
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
Deep Relevance Ranking Using Enhanced Document-Query Interactions Ryan T. McDonald George Brokos Ion Androutsopoulos 62 127 0 05 Sep 2018
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 63 217 0 29 May 2018
Character-based Neural Networks for Sentence Pair Modeling Wuwei Lan Wei Xu 26 17 0 21 May 2018
Human Activity Recognition using Recurrent Neural Networks Deepika Singh Erinc Merdivan I. Psychoula J. Kropf S. Hanke Matthieu Geist Andreas Holzinger BDL HAI 50 149 0 19 Apr 2018
Learning a Text-Video Embedding from Incomplete and Heterogeneous Data Antoine Miech Ivan Laptev Josef Sivic 70 234 0 07 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model Liu Yang Qingyao Ai Jiafeng Guo W. Bruce Croft 43 213 0 05 Jan 2018
Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval Yu-An Chung W. Weng SSL MedIm 51 67 0 22 Nov 2017
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 105 1,793 0 22 Sep 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 189 2,619 0 05 Jul 2017
Word-Entity Duet Representations for Document Ranking Chenyan Xiong Jamie Callan Tie-Yan Liu 44 117 0 20 Jun 2017
End-to-End Neural Ad-hoc Ranking with Kernel Pooling Chenyan Xiong Zhuyun Dai Jamie Callan Zhiyuan Liu Russell Power 68 563 0 20 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 84 635 0 29 Apr 2017
PACRR: A Position-Aware Neural IR Model for Relevance Matching Kai Hui Andrew Yates K. Berberich Gerard de Melo 46 155 0 12 Apr 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 40 351 0 18 Mar 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 191 4,821 0 17 Mar 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,723 0 28 Feb 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 75 804 0 13 Feb 2017
Match-Tensor: a Deep Relevance Model for Search Aaron Jaech Hetunandan Kamisetty Eric K. Ringger Charlie Clarke 36 22 0 26 Jan 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 142 2,728 0 28 Nov 2016
A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang Jing Jiang 58 276 0 06 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 644 29,076 0 09 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,813 0 25 Aug 2016