Neural Ranking Models with Weak Supervision

28 April 2017

Papers citing "Neural Ranking Models with Weak Supervision"

50 / 112 papers shown

Title
Temporal Entailment Pretraining for Clinical Language Models over EHR Data Tatsunori Tanaka Fi Zheng Kai Sato Zhifeng Li Yuanyun Zhang Shi Li 24 0 0 25 Apr 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 103 1 0 07 Feb 2025
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG G. D. S. P. Moreira Ronay Ak Benedikt D. Schifferer Mengyao Xu Radek Osmulski Even Oldridge 21 4 0 12 Sep 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
Multi-granular Adversarial Attacks against Black-box Neural Ranking Models Yuansan Liu Ruqing Zhang J. Guo Maarten de Rijke Yixing Fan Xueqi Cheng AAML 46 13 0 02 Apr 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision Kumar Shubham Pranav Sastry AP Prathosh 27 1 0 16 Dec 2023
Using Weak Supervision and Data Augmentation in Question Answering Chumki Basu Binyuan Hui Allen McIntosh Wei Wang J. Wullert OOD 46 0 0 28 Sep 2023
Improving Neural Ranking Models with Traditional IR Methods Anik Saha Oktie Hassanzadeh Alex Gittens Jian Ni Kavitha Srinivas B. Yener 14 1 0 29 Aug 2023
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method Yuansan Liu Ruqing Zhang J. Guo Maarten de Rijke Wei Chen Yixing Fan Xueqi Cheng AAML 21 23 0 19 Aug 2023
Generative Benchmark Creation for Table Union Search Koyena Pal Aamod Khatiwada Roee Shraga Renée J. Miller 43 0 0 07 Aug 2023
IncDSI: Incrementally Updatable Document Retrieval Varsha Kishore Chao-gang Wan Justin Lovelace Yoav Artzi Kilian Q. Weinberger 30 9 0 19 Jul 2023
Traffic-Domain Video Question Answering with Automatic Captioning Ehsan Qasemi Jonathan M Francis A. Oltramari 34 8 0 18 Jul 2023
Intuitive Access to Smartphone Settings Using Relevance Model Trained by Contrastive Learning Joonyoung Kim Kangwook Lee Haebin Shin Hurnjoo Lee Sechun Kang Byunguk Choi Dong Shin Joohyung Lee 23 0 0 15 Jul 2023
Dense Retrieval Adaptation using Target Domain Description Helia Hashemi Yong Zhuang Sachith Sri Ram Kothur Srivas Prasad Edgar Meij W. Bruce Croft VLM 16 9 0 06 Jul 2023
Citations as Queries: Source Attribution Using Language Models as Rerankers Ryan Muther David Smith 19 2 0 29 Jun 2023
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering Alireza Salemi Mahta Rafiee Hamed Zamani 24 8 0 28 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives Fedor Moiseev Gustavo Hernández Ábrego Peter Dornbach I. Zitouni Enrique Alfonseca Zhe Dong 29 6 0 05 Jun 2023
Preconditioned Visual Language Inference with Weak Supervision Ehsan Qasemi Amani Maina-Kilaas Devadutta Dash Khalid Alsaggaf Muhao Chen 25 0 0 22 May 2023
Mitigating Source Bias for Fairer Weak Supervision Changho Shin Sonia Cromp Dyah Adila Frederic Sala 29 2 0 30 Mar 2023
An Experimental Study on Pretraining Transformers from Scratch for IR Carlos Lassance Hervé Déjean S. Clinchant 28 11 0 25 Jan 2023
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models Jiawei Liu Yangyang Kang Di Tang Kaisong Song Changlong Sun Xiaofeng Wang Wei Lu Xiaozhong Liu AAML 43 40 0 14 Sep 2022
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval Kai Zhang Chongyang Tao Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang RALM 31 24 0 29 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 28 20 0 05 Aug 2022
Adaptive Graph-Based Feature Normalization for Facial Expression Recognition Yangtao Du Qingqing Wang Yu Xiong CVBM 14 1 0 22 Jul 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision Zifeng Wang Jimeng Sun 21 23 0 29 Jun 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision Ehsan Qasemi Piyush Khanna Qiang Ning Muhao Chen ReLM LRM 27 8 0 16 Jun 2022
Retrieval-Enhanced Machine Learning Hamed Zamani Fernando Diaz Mostafa Dehghani Donald Metzler Michael Bendersky 19 49 0 02 May 2022
Label Augmentation with Reinforced Labeling for Weak Supervision Gürkan Solmaz Flavio Cirillo Fabio Maresca A. G. A. Kumar OffRL 16 2 0 13 Apr 2022
Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification Amir Safarpoor J. Hipp H. R. Tizhoosh MedIm 22 28 0 26 Mar 2022
Generative Modeling Helps Weak Supervision (and Vice Versa) Benedikt Boecking Nicholas Roberts W. Neiswanger Stefano Ermon Frederic Sala Artur Dubrawski 23 1 0 22 Mar 2022
I Know Therefore I Score: Label-Free Crafting of Scoring Functions using Constraints Based on Domain Expertise Ragja Palakkadavath S. Sivaprasad Shirish S. Karande N. Pedanekar 13 0 0 18 Mar 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering Jiawei Zhou Xiaoguang Li Lifeng Shang Lan Luo Ke Zhan ... Zhao Cao Fan Yu Xin Jiang Qun Liu Lei Chen 16 20 0 14 Mar 2022
Transformer Memory as a Differentiable Search Index Yi Tay Vinh Q. Tran Mostafa Dehghani Jianmo Ni Dara Bahri ... Zhe Zhao Jai Gupta Tal Schuster William W. Cohen Donald Metzler 26 262 0 14 Feb 2022
Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics Haya Brama L. Dery Tal Grinshpoun AAML 16 7 0 10 Jan 2022
Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement Fuwei Zhang Zhao Zhang Xiang Ao D. Gao Fuzhen Zhuang Yi Wei Qing He 13 16 0 27 Dec 2021
Universalizing Weak Supervision Changho Shin Winfred Li Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 19 30 0 07 Dec 2021
Weakly-supervised Generative Adversarial Networks for medical image classification Jia-min Mao Xuesong Yin Yuan Chang Qi Huang GAN MedIm 19 1 0 29 Nov 2021
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation Kaize Ding Dingcheng Li A. Li Xing Fan Chenlei Guo Yang Liu Huan Liu 34 6 0 25 Sep 2021
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval Zhiqi Huang Hamed Bonab Sheikh Muhammad Sarwar Razieh Rahimi James Allan 32 10 0 07 Sep 2021
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos Jimmy J. Lin ALM 40 63 0 09 May 2021
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval Hongyin Tang Xingwu Sun Beihong Jin Jingang Wang Fuzheng Zhang Wei Yu Wu RALM 28 36 0 08 May 2021
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 11 8 0 19 Apr 2021
Improving Zero-Shot Multi-Lingual Entity Linking Elliot Schumacher J. Mayfield Mark Dredze 17 0 0 16 Apr 2021
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models Iurii Mokrii Leonid Boytsov Pavel Braslavski 14 26 0 04 Mar 2021
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models Soya Park A. Wang B. Kawas Q. V. Liao David Piorkowski Marina Danilevsky 62 55 0 29 Jan 2021
Studying Catastrophic Forgetting in Neural Ranking Models Jesús Lovón-Melgarejo Laure Soulier K. Pinel-Sauvagnat L. Tamine CLL 38 13 0 18 Jan 2021
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search Jason Zhu Yanling Cui Yuming Liu Hao Sun Xue Li Markus Pelger Tianqi Yan Liangjie Zhang Ruofei Zhang Huasha Zhao AI4CE 72 74 0 15 Jan 2021
Context-Aware Target Apps Selection and Recommendation for Enhancing Personal Mobile Assistants Mohammad Aliannejadi Hamed Zamani Fabio Crestani W. Bruce Croft 11 21 0 09 Jan 2021
Spatial Object Recommendation with Hints: When Spatial Granularity Matters Hui Luo Jingbo Zhou Z. Bao Shuangli Li J. Culpepper Haochao Ying Hao Liu Hui Xiong 16 24 0 08 Jan 2021
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