Neural Ranking Models with Weak Supervision

28 April 2017

Papers citing "Neural Ranking Models with Weak Supervision"

50 / 113 papers shown

Title
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision Si Sun Yingzhuo Qian Zhenghao Liu Chenyan Xiong Kaitao Zhang Jie Bao Zhiyuan Liu Paul N. Bennett 36 18 0 29 Dec 2020
Neural document expansion for ad-hoc information retrieval Chen Tang Andrew O. Arnold VLM 28 3 0 27 Dec 2020
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval Bhaskar Mitra 20 5 0 21 Dec 2020
Weakly Supervised Label Smoothing Gustavo Penha C. Hauff 14 3 0 15 Dec 2020
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling Benedikt Boecking Willie Neiswanger Eric Xing A. Dubrawski NoLa OffRL 28 68 0 11 Dec 2020
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 253 0 08 Dec 2020
Non-Linear Multiple Field Interactions Neural Document Ranking Ken Takiguchi Niall Twomey Luis M. Vaquero 18 0 0 18 Nov 2020
DeL-haTE: A Deep Learning Tunable Ensemble for Hate Speech Detection Joshua Melton A. Bagavathi S. Krishnan 30 19 0 03 Nov 2020
CoRT: Complementary Rankings from Transformers Marco Wrzalik D. Krechel 25 9 0 20 Oct 2020
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking Elliot Schumacher J. Mayfield Mark Dredze 13 6 0 19 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 27 21 0 20 Jul 2020
Relevance-guided Supervision for OpenQA with ColBERT Omar Khattab Christopher Potts Matei A. Zaharia RALM 19 95 0 01 Jul 2020
Unsupervised Semantic Hashing with Pairwise Reconstruction Casper Hansen Christian B. Hansen J. Simonsen Stephen Alstrup Christina Lioma 19 18 0 01 Jul 2020
Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings Mayee F. Chen Daniel Y. Fu Frederic Sala Sen Wu Ravi Teja Mullapudi Fait Poms Kayvon Fatahalian Christopher Ré 27 10 0 26 Jun 2020
Optimizing Interactive Systems via Data-Driven Objectives Ziming Li Julia Kiseleva A. Grotov Maarten de Rijke Harrie Oosterhuis OffRL 19 3 0 19 Jun 2020
Learning with Weak Supervision for Email Intent Detection Kai Shu Subhabrata Mukherjee Guoqing Zheng Ahmed Hassan Awadallah Milad Shokouhi S. Dumais 16 34 0 26 May 2020
Query Resolution for Conversational Search with Limited Supervision Nikos Voskarides Dan Li Pengjie Ren Evangelos Kanoulas Maarten de Rijke 25 123 0 24 May 2020
Learning Robust Models for e-Commerce Product Search Thanh V. Nguyen Nikhil S. Rao Karthik Subbian CML NoLa OOD 24 20 0 07 May 2020
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation Ji Ma I. Korotkov Yinfei Yang Keith B. Hall Ryan T. McDonald RALM 25 32 0 29 Apr 2020
On the Reliability of Test Collections for Evaluating Systems of Different Types Emine Yilmaz Nick Craswell Bhaskar Mitra Daniel Fernando Campos 20 20 0 28 Apr 2020
Cross-lingual Information Retrieval with BERT Zhuolin Jiang A. El-Jaroudi William Hartmann Damianos G. Karakos Lingjun Zhao 33 55 0 24 Apr 2020
Neural Contours: Learning to Draw Lines from 3D Shapes Difan Liu Mohamed Nabail Aaron Hertzmann E. Kalogerakis 3DPC 3DV 39 38 0 23 Mar 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 180 470 0 17 Mar 2020
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods Daniel Y. Fu Mayee F. Chen Frederic Sala Sarah Hooper Kayvon Fatahalian Christopher Ré OffRL 34 111 0 27 Feb 2020
On transfer learning of neural networks using bi-fidelity data for uncertainty propagation Subhayan De Jolene Britton Matthew J. Reynolds Ryan W. Skinner Kenneth Jansen Alireza Doostan 44 46 0 11 Feb 2020
Ranking Significant Discrepancies in Clinical Reports Sean MacAvaney Arman Cohan Nazli Goharian Ross W. Filice 11 3 0 18 Jan 2020
On Sharing Models Instead of Data using Mimic learning for Smart Health Applications Mohamed Baza A. Salazar Mohamed Mahmoud Mohamed M. Abdallah Kemal Akkaya 50 18 0 24 Dec 2019
Separate and Attend in Personal Email Search Yu Meng Maryam Karimzadehgan Honglei Zhuang Donald Metzler FedML 220 2 0 21 Nov 2019
Event Detection in Noisy Streaming Data with Combination of Corroborative and Probabilistic Sources Abhijit Suprem C. Pu 14 4 0 21 Nov 2019
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking Rama Kumar Pasumarthi Xuanhui Wang Michael Bendersky Marc Najork 27 17 0 21 Oct 2019
Multi-Resolution Weak Supervision for Sequential Data Frederic Sala P. Varma Jason Alan Fries Daniel Y. Fu Shiori Sagawa ... A. Ramamoorthy K. Xiao Kayvon Fatahalian J. Priest Christopher Ré NoLa 22 28 0 21 Oct 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 164 134 0 17 Sep 2019
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering Ameya Godbole D. Kavarthapu Rajarshi Das Z. Gong Abhishek Singhal ... Mo Yu Tian Gao Xiaoxiao Guo Manzil Zaheer Andrew McCallum RALM 30 48 0 17 Sep 2019
Concept Drift Adaptive Physical Event Detection for Social Media Streams Abhijit Suprem A. Musaev C. Pu 14 11 0 17 Sep 2019
Learning More From Less: Towards Strengthening Weak Supervision for Ad-Hoc Retrieval Dany Haddad Joydeep Ghosh SSL 15 10 0 19 Jul 2019
Domain Adaptation for Enterprise Email Search Brandon Tran Maryam Karimzadehgan Rama Kumar Pasumarthi Michael Bendersky Donald Metzler 24 23 0 19 Jun 2019
Unsupervised Neural Generative Semantic Hashing Casper Hansen Christian B. Hansen J. Simonsen Stephen Alstrup Christina Lioma 27 22 0 03 Jun 2019
Deeper Text Understanding for IR with Contextual Neural Language Modeling Zhuyun Dai Jamie Callan 19 444 0 22 May 2019
Passage Ranking with Weak Supervision Peng Xu Xiaofei Ma Ramesh Nallapati Bing Xiang 27 19 0 15 May 2019
Investigating the Successes and Failures of BERT for Passage Re-Ranking Harshith Padigela Hamed Zamani W. Bruce Croft 27 47 0 05 May 2019
Mimic Learning to Generate a Shareable Network Intrusion Detection Model Ahmed A. Shafee Mohamed Baza Douglas A. Talbert M. Fouda Mahmoud Nabil Mohamed Mahmoud 38 29 0 02 May 2019
CEDR: Contextualized Embeddings for Document Ranking Sean MacAvaney Andrew Yates Arman Cohan Nazli Goharian 14 332 0 15 Apr 2019
Cross-Modal Data Programming Enables Rapid Medical Machine Learning Jared A. Dunnmon Alexander Ratner Nishith Khandwala Khaled Kamal Saab Matthew Markert ... R. Goldman Christopher Lee-Messer M. Lungren D. Rubin Christopher Ré MedIm 27 73 0 26 Mar 2019
Combining Fact Extraction and Verification with Neural Semantic Matching Networks Yixin Nie Haonan Chen Joey Tianyi Zhou FedML 28 298 0 16 Nov 2018
Deep Neural Networks for Query Expansion using Word Embeddings Feryal M. P. Behbahani Amir Vakili Ali Montazer A. Shakery 29 40 0 08 Nov 2018
Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System Jiaxi Tang Ke Wang 27 182 0 19 Sep 2018
A Quantum Many-body Wave Function Inspired Language Modeling Approach Peng Zhang Zhan Su Lipeng Zhang Benyou Wang D. Song 27 43 0 28 Aug 2018
Learning to Rank from Samples of Variable Quality Mostafa Dehghani J. Kamps NoLa 21 1 0 21 Jun 2018
Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction Yi Tay Anh Tuan Luu S. Hui 24 35 0 03 Jun 2018