Document Expansion by Query Prediction

17 April 2019

Papers citing "Document Expansion by Query Prediction"

50 / 164 papers shown

Title
Plot Retrieval as an Assessment of Abstract Semantic Association Shicheng Xu Liang Pang JiangNan Li Mo Yu Fandong Meng Huawei Shen Xueqi Cheng Jie Zhou 32 3 0 03 Nov 2023
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding Yuqi Wang Zeqiang Wang Wei Wang Qi Chen Kaizhu Huang Anh Nguyen Suparna De MedIm 27 2 0 31 Oct 2023
Large Search Model: Redefining Search Stack in the Era of LLMs Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei LRM KELM 42 13 0 23 Oct 2023
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval Ramnath Kumar Anshul Mittal Nilesh Gupta Aditya Kusupati Inderjit Dhillon Prateek Jain 41 0 0 13 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 45 6 0 12 Oct 2023
Policy-Gradient Training of Language Models for Ranking Ge Gao Jonathan D. Chang Claire Cardie Kianté Brantley Thorsten Joachims 32 2 0 06 Oct 2023
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation Kunlun Zhu Shihao Liang Xu Han Zhi Zheng Guoyang Zeng Zhiyuan Liu Maosong Sun 55 2 0 19 Sep 2023
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets Orion Weller Kyle Lo David Wadden Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 49 19 0 15 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 56 154 0 05 Sep 2023
Context Aware Query Rewriting for Text Rankers using LLM Abhijit Anand Venktesh V Vinay Setty Avishek Anand 38 17 0 31 Aug 2023
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Zijia Lin Songlin Hu RALM 38 10 0 16 Aug 2023
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval Haoxiang Shi Sumio Fujita Tetsuya Sakai 21 0 0 05 Aug 2023
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval Nandan Thakur Kexin Wang Iryna Gurevych Jimmy J. Lin 32 3 0 19 Jul 2023
Online Distillation for Pseudo-Relevance Feedback Sean MacAvaney Xi Wang 27 2 0 16 Jun 2023
ReadProbe: A Demo of Retrieval-Enhanced Large Language Models to Support Lateral Reading Dake Zhang Ronak Pradeep RALM 11 2 0 13 Jun 2023
Cross Encoding as Augmentation: Towards Effective Educational Text Classification Hyun Seung Lee Seungtaek Choi Yunsung Lee Hyeongdon Moon Shinhyeok Oh Myeongho Jeong Hyojun Go C. Wallraven 20 1 0 30 May 2023
Referral Augmentation for Zero-Shot Information Retrieval Michael Tang Shunyu Yao John Yang Karthik Narasimhan 30 3 0 24 May 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders Livio Baldini Soares D. Gillick Jeremy R. Cole Tom Kwiatkowski 32 1 0 23 May 2023
BM25 Query Augmentation Learned End-to-End Xiaoyin Chen Sam Wiseman 33 1 0 23 May 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline Raghav Gupta Renat Aksitov Samrat Phatale Simral Chaudhary Harrison Lee Abhinav Rastogi 36 3 0 23 May 2023
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie RALM 33 3 0 22 May 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web M. Schlichtkrull Zhijiang Guo Andreas Vlachos 21 64 0 22 May 2023
Exploring the Viability of Synthetic Query Generation for Relevance Prediction Aditi Chaudhary K. Raman Krishna Srinivasan Kazuma Hashimoto Michael Bendersky Marc Najork 32 8 0 19 May 2023
How Does Generative Retrieval Scale to Millions of Passages? Ronak Pradeep Kai Hui Jai Gupta Á. Lelkes Honglei Zhuang Jimmy J. Lin Donald Metzler Vinh Q. Tran RALM 29 63 0 19 May 2023
Hybrid and Collaborative Passage Reranking Zongmeng Zhang Wen-gang Zhou Jiaxin Shi Houqiang Li 27 0 0 16 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 63 5 0 12 May 2023
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Songlin Hu MoE RALM 26 5 0 20 Apr 2023
Improving Content Retrievability in Search with Controllable Query Generation Gustavo Penha Enrico Palumbo Maryam Aziz Alice Wang Hugues Bouchard 37 11 0 21 Mar 2023
Query2doc: Query Expansion with Large Language Models Liang Wang Nan Yang Furu Wei 88 99 0 14 Mar 2023
Combining Deep Neural Reranking and Unsupervised Extraction for Multi-Query Focused Summarization Philipp Seeberger Korbinian Riedhammer HILM 36 2 0 02 Feb 2023
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval Seungyeon Kim A. S. Rawat Manzil Zaheer Sadeep Jayasumana Veeranjaneyulu Sadhanala Wittawat Jitkrittum A. Menon Rob Fergus Surinder Kumar FedML 47 7 0 27 Jan 2023
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 44 36 0 20 Dec 2022
Adam: Dense Retrieval Distillation with Adaptive Dark Examples Chongyang Tao Chang Liu Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang 49 3 0 20 Dec 2022
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion Xingwei He Yeyun Gong Alex Jin Hang Zhang Anlei Dong Jian Jiao Siu-Ming Yiu Nan Duan RALM 54 3 0 18 Dec 2022
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers Kun Zhou Xiao Liu Yeyun Gong Wayne Xin Zhao Daxin Jiang Nan Duan Ji-Rong Wen 32 16 0 15 Dec 2022
The Infinite Index: Information Retrieval on Generative Text-To-Image Models Niklas Deckers Maik Frobe Johannes Kiesel G. Pandolfo Christopher Schröder Benno Stein Martin Potthast DiffM 42 16 0 14 Dec 2022
In Defense of Cross-Encoders for Zero-Shot Retrieval G. Rosa L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Marzieh Fadaee R. Lotufo Rodrigo Nogueira 26 18 0 12 Dec 2022
LEAD: Liberal Feature-based Distillation for Dense Retrieval Hao Sun Xiao Liu Yeyun Gong Anlei Dong Jing Lu Yan Zhang Linjun Yang Rangan Majumder Nan Duan 67 2 0 10 Dec 2022
A Survey on Conversational Search and Applications in Biomedicine Naga Sai Krishna Adatrao Gowtham Reddy Gadireddy Jiho Noh MedIm 8 4 0 28 Nov 2022
A Large-Scale Dataset for Biomedical Keyphrase Generation Mael Houbre Florian Boudin B. Daille LM&MA MedIm 19 6 0 22 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 45 88 0 16 Nov 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Hiroki Iida Naoaki Okazaki 42 4 0 08 Nov 2022
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation Krishna Srinivasan K. Raman Anupam Samanta Ling-Yen Liao L. Bertelli Michael Bendersky RALM LRM 36 20 0 27 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 39 33 0 21 Oct 2022
Retrieval Augmentation for T5 Re-ranker using External Sources Kai Hui Tao Chen Zhen Qin Honglei Zhuang Fernando Diaz Michael Bendersky Donald Metzler RALM LRM 28 1 0 11 Oct 2022
PROD: Progressive Distillation for Dense Retrieval Zhenghao Lin Yeyun Gong Xiao Liu Hang Zhang Chen Lin ... Jian Jiao Jing Lu Daxin Jiang Rangan Majumder Nan Duan 51 27 0 27 Sep 2022
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval Jingtao Zhan Qingyao Ai Yiqun Liu Jiaxin Mao Xiaohui Xie Hao Fei Shaoping Ma 35 10 0 11 Aug 2022
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval Zehan Li Nan Yang Liang Wang Furu Wei 31 8 0 08 Aug 2022
Topic-Grained Text Representation-based Model for Document Retrieval Mengxue Du Shasha Li Jie Yu Jun Ma Bing Ji Huijun Liu Wuhang Lin Zibo Yi 27 2 0 11 Jul 2022
An Efficiency Study for SPLADE Models Carlos Lassance S. Clinchant 40 70 0 08 Jul 2022