Multi-Stage Document Ranking with BERT

31 October 2019

Papers citing "Multi-Stage Document Ranking with BERT"

50 / 157 papers shown

Title
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions Orion Weller Benjamin Chang Sean MacAvaney Kyle Lo Arman Cohan Benjamin Van Durme Dawn J Lawrie Luca Soldaini 63 30 0 22 Mar 2024
ALTO: An Efficient Network Orchestrator for Compound AI Systems Keshav Santhanam Deepti Raghavan Muhammad Shahir Rahman Thejas Venkatesh Neha Kunjal Pratiksha Thaker Philip Levis Matei A. Zaharia 29 6 0 07 Mar 2024
VariErr NLI: Separating Annotation Error from Human Label Variation Leon Weber-Genzel Siyao Peng M. Marneffe Barbara Plank 48 8 0 04 Mar 2024
Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation Yuankai Fan Zhenying He Tonghui Ren Can Huang Yinan Jing Kai Zhang Xiaoyang Sean Wang 30 12 0 27 Feb 2024
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies Nitesh Kumar Usashi Chatterjee Steven Schockaert 43 1 0 23 Feb 2024
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval Antoine Louis V. Saxena Gijs van Dijck Gerasimos Spanakis 48 5 0 23 Feb 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy X. Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 36 28 0 18 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 40 10 0 17 Feb 2024
Retrieval-Augmented Generation: Is Dense Passage Retrieval Retrieving? Benjamin Z. Reichman Larry Heck 31 7 0 16 Feb 2024
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process Jaewoong Kim Moohong Min 49 0 0 26 Jan 2024
The Chronicles of RAG: The Retriever, the Chunk and the Generator Paulo Finardi Leonardo Avila Rodrigo Castaldoni P. Gengo Celio H. N. Larcher Marcos Piau Pablo B. Costa Vinicius Fernandes Caridá RALM 22 29 0 15 Jan 2024
DREQ: Document Re-Ranking Using Entity-based Query Understanding Shubham Chatterjee Iain Mackie Jeffery Dalton AI4TS 23 3 0 11 Jan 2024
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation Eugene Yang Dawn J Lawrie J. Mayfield Douglas W. Oard Scott Miller FedML VLM 43 10 0 09 Jan 2024
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages Mofetoluwa Adeyemi Akintunde Oladipo Ronak Pradeep Jimmy J. Lin 34 1 0 26 Dec 2023
Making Large Language Models A Better Foundation For Dense Retrieval Chaofan Li Zheng Liu Shitao Xiao Yingxia Shao RALM 40 38 0 24 Dec 2023
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 33 0 0 19 Dec 2023
ESPN: Memory-Efficient Multi-Vector Information Retrieval Susav Shrestha Narasimha Reddy Zongwang Li 34 6 0 09 Dec 2023
Event-driven Real-time Retrieval in Web Search Nan Yang Shusen Zhang Yannan Zhang Xiaoling Bai Hualong Deng Tianhua Zhou Jin Ma 26 1 0 01 Dec 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 47 13 0 23 Oct 2023
Low-Resource Clickbait Spoiling for Indonesian via Question Answering Ni Putu Intan Maharani Ayu Purwarianti Alham Fikri Aji 32 2 0 12 Oct 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators Liang Chen Yang Deng Yatao Bian Zeyu Qin Bingzhe Wu Tat-Seng Chua Kam-Fai Wong HILM ELM 65 42 0 11 Oct 2023
Augmented Embeddings for Custom Retrievals Anirudh Khatry Yasharth Bajpai Priyanshu Gupta Sumit Gulwani Ashish Tiwari RALM 20 1 0 09 Oct 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 45 37 0 26 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
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation Shuai Wang Harrisen Scells Martin Potthast Bevan Koopman Guido Zuccon 32 11 0 11 Sep 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 57 290 0 14 Aug 2023
Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity Charlie Hou K. K. Thekumparampil Michael Shavlovsky Giulia Fanti Yesh Dattatreya Sujay Sanghavi LMTD 21 1 0 31 Jul 2023
IncDSI: Incrementally Updatable Document Retrieval Varsha Kishore Chao-gang Wan Justin Lovelace Yoav Artzi Kilian Q. Weinberger 30 9 0 19 Jul 2023
Rank Your Summaries: Enhancing Bengali Text Summarization via Ranking-based Approach G. M. Shahariar Tonmoy Talukder Rafin Alam Rouf Shawon 21 0 0 14 Jul 2023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers Yu Zhang Bowen Jin Xiusi Chen Yan-Jun Shen Yunyi Zhang Yu Meng Jiawei Han 46 13 0 24 Jun 2023
Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization M. Trabelsi H. Uzunalioglu 19 1 0 07 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 23 1 0 30 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 34 63 0 19 May 2023
Zero-Shot Listwise Document Reranking with a Large Language Model Xueguang Ma Xinyu Crystina Zhang Ronak Pradeep Jimmy J. Lin 65 51 0 03 May 2023
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis Jacopo Tagliabue C. Greco 35 1 0 22 Apr 2023
Dialogue-Contextualized Re-ranking for Medical History-Taking Jian Zhu Ilya Valmianski Anitha Kannan 21 1 0 04 Apr 2023
Alloprof: a new French question-answer education dataset and its use in an information retrieval case study Antoine Lefebvre-Brossard Stephane Gazaille Michel C. Desmarais AI4Ed 26 1 0 10 Feb 2023
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 35 170 0 03 Feb 2023
HYRR: Hybrid Infused Reranking for Passage Retrieval Jing Lu Keith B. Hall Ji Ma Jianmo Ni 33 6 0 20 Dec 2022
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 30 24 0 18 Dec 2022
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time Kiymet Akdemir Ali Hürriyetoǧlu 19 2 0 17 Oct 2022
RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses Honglei Zhuang Zhen Qin R. Jagerman Kai Hui Ji Ma Jing Lu Jianmo Ni Xuanhui Wang Michael Bendersky AIMat 37 129 0 12 Oct 2022
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored? Jiawen Wu Xinyu Zhang Yutao Zhu Zheng Liu Zikai Guo Zhaoye Fei Ruofei Lai Yongkang Wu Bo Zhao Zhicheng Dou 38 5 0 14 Sep 2022
Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases G. Aydin S. A. Tabatabaei Giorgios Tsatsaronis Faegheh Hasibi 21 2 0 01 Sep 2022
Continuous Active Learning Using Pretrained Transformers Nima Sadri G. Cormack KELM 29 2 0 15 Aug 2022
TagRec++: Hierarchical Label Aware Attention Network for Question Categorization Venktesh V Mukesh Mohania Vikram Goyal BDL 28 2 0 10 Aug 2022
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation Shengyao Zhuang Houxing Ren Linjun Shou Jian Pei Ming Gong Guido Zuccon Daxin Jiang 42 65 0 21 Jun 2022
Towards Robust Ranker for Text Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang OOD 33 42 0 16 Jun 2022
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking Minghan Li Xinyu Crystina Zhang Ji Xin Hongyang R. Zhang Jimmy J. Lin 38 6 0 19 May 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua Wu Shuaiqiang Wang Dawei Yin Haifeng Wang 117 59 0 18 May 2022