Passage Re-ranking with BERT

13 January 2019

Papers citing "Passage Re-ranking with BERT"

50 / 419 papers shown

Title
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 34 14 0 29 May 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 37 12 0 26 May 2023
Multiview Identifiers Enhanced Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li 32 19 0 26 May 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models Amirhossein Kazemnejad Mehdi Rezagholizadeh Prasanna Parthasarathi Sarath Chandar ELM 27 2 0 24 May 2023
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker Sukmin Cho Soyeong Jeong Jeongyeon Seo Jong C. Park OffRL 65 23 0 23 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
ReFIT: Relevance Feedback from a Reranker during Inference R. Reddy Pradeep Dasigi Md Arafat Sultan Arman Cohan Avirup Sil Heng Ji Hannaneh Hajishirzi 30 2 0 19 May 2023
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations Chaitanya Malaviya Peter Shaw Ming-Wei Chang Kenton Lee Kristina Toutanova 19 14 0 19 May 2023
Hybrid and Collaborative Passage Reranking Zongmeng Zhang Wen-gang Zhou Jiaxin Shi Houqiang Li 27 0 0 16 May 2023
Soft Prompt Decoding for Multilingual Dense Retrieval Zhiqi Huang Hansi Zeng Hamed Zamani James Allan RALM 63 13 0 15 May 2023
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data Robert Litschko Ekaterina Artemova Barbara Plank 46 4 0 09 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
Towards Imperceptible Document Manipulations against Neural Ranking Models Xuanang Chen Xianpei Han Zheng Ye Le Sun Yingfei Sun AAML 52 16 0 03 May 2023
Multivariate Representation Learning for Information Retrieval Hamed Zamani Michael Bendersky DML 24 3 0 27 Apr 2023
Generative Knowledge Selection for Knowledge-Grounded Dialogues Weiwei Sun Pengjie Ren Zhaochun Ren 23 15 0 10 Apr 2023
Dialogue-Contextualized Re-ranking for Medical History-Taking Jian Zhu Ilya Valmianski Anitha Kannan 21 1 0 04 Apr 2023
Canary in Twitter Mine: Collecting Phishing Reports from Experts and Non-experts Hiroki Nakano Daiki Chiba Takashi Koide Naoki Fukushi Takeshi Yagi Takeo Hariu K. Yoshioka Tsutomu Matsumoto 11 9 0 28 Mar 2023
Magnushammer: A Transformer-Based Approach to Premise Selection Maciej Mikuła Szymon Tworkowski Szymon Antoniak Bartosz Piotrowski Albert Qiaochu Jiang Jinyi Zhou Christian Szegedy Lukasz Kuciñski Piotr Milo's Yuhuai Wu 52 44 0 08 Mar 2023
QAID: Question Answering Inspired Few-shot Intent Detection Asaf Yehudai Matan Vetzler Y. Mass Koren Lazar Doron Cohen Boaz Carmeli 23 7 0 02 Mar 2023
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers Jon Saad-Falcon Omar Khattab Keshav Santhanam Radu Florian M. Franz Salim Roukos Avirup Sil Md Arafat Sultan Christopher Potts 32 41 0 01 Mar 2023
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction Xinyu Crystina Zhang Minghan Li Jimmy J. Lin 35 1 0 13 Feb 2023
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support Stephen Obadinma Faiza Khan Khattak Shi Wang Tania Sidhom Elaine Lau ... Jaswinder Narain D. Pandya Xiao-Dan Zhu Frank Rudzicz Elham Dolatabadi AI4TS 29 3 0 07 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 52 7 0 27 Jan 2023
ExaRanker: Explanation-Augmented Neural Ranker Fernando Ferraretto Thiago Laitz R. Lotufo Rodrigo Nogueira ELM LRM 36 7 0 25 Jan 2023
An Experimental Study on Pretraining Transformers from Scratch for IR Carlos Lassance Hervé Déjean S. Clinchant 28 11 0 25 Jan 2023
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers Leonid Boytsov Preksha Patel Vivek Sourabh Riddhi Nisar Sayan Kundu R. Ramanathan Eric Nyberg 34 19 0 08 Jan 2023
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank Tanya Chowdhury Razieh Rahimi James Allan FAtt 40 18 0 24 Dec 2022
Learning List-Level Domain-Invariant Representations for Ranking Ruicheng Xian Honglei Zhuang Zhen Qin Hamed Zamani Jing Lu Ji Ma Kai Hui Han Zhao Xuanhui Wang Michael Bendersky OOD 54 9 0 21 Dec 2022
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 31 3 0 20 Dec 2022
HYRR: Hybrid Infused Reranking for Passage Retrieval Jing Lu Keith B. Hall Ji Ma Jianmo Ni 33 6 0 20 Dec 2022
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering Shaomu Tan Denis Paperno RALM 25 0 0 17 Dec 2022
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning Jiashuo Sun Hang Zhang Chen Lin Nan Duan Yeyun Gong Jian Guo AIMat RALM 36 6 0 14 Dec 2022
Explainability of Text Processing and Retrieval Methods: A Critical Survey Sourav Saha Debapriyo Majumdar Mandar Mitra 18 5 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 29 18 0 12 Dec 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes Poojitha Nandigam Nikhil Rayaprolu Manish Shrivastava 29 1 0 29 Nov 2022
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt Zhichao Yang Sunjae Kwon Zonghai Yao Hongfeng Yu 28 17 0 24 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
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select Yuchen Zhuang Yinghao Li Jerry Junyang Cheung Yue Yu Yingjun Mou Xinyu Chen Le Song Chao Zhang 29 19 0 26 Oct 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning Xingwei He Yeyun Gong Alex Jin Weizhen Qi Hang Zhang Jian Jiao Bartuer Zhou Biao Cheng Sm Yiu Nan Duan 38 11 0 21 Oct 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Tim Baumgärtner Leonardo F. R. Ribeiro Nils Reimers Iryna Gurevych 37 6 0 19 Oct 2022
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages Xinyu Crystina Zhang Nandan Thakur Odunayo Ogundepo Ehsan Kamalloo David Alfonso-Hermelo Xiaoguang Li Qun Liu Mehdi Rezagholizadeh Jimmy J. Lin 37 53 0 18 Oct 2022
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling Yuanhang Yang Shiyi Qi Chuanyi Liu Qifan Wang Cuiyun Gao Zenglin Xu 14 3 0 11 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang Wanjun Zhong Qianchu Liu Ming Gong Daxin Jiang Nan Duan VLM RALM LMTD 113 14 0 11 Oct 2022
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea Haneul Yoo Jiho Jin Juhee Son Jinyeong Bak Kyunghyun Cho Alice Oh 35 11 0 11 Oct 2022
Enhanced vectors for top-k document retrieval in Question Answering M. Hammad 27 0 0 08 Oct 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding Zhichao Yang Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong-ye Yu 121 49 0 07 Oct 2022
Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering T. McDonald Brian Tsan Amar Saini Juanita Ordoñez Luis Gutierrez Phan-Anh-Huy Nguyen Blake Mason Brenda Ng RALM 27 3 0 04 Oct 2022
A Study on the Efficiency and Generalization of Light Hybrid Retrievers Man Luo Shashank Jain Anchit Gupta Arash Einolghozati Barlas Oğuz Debojeet Chatterjee Xilun Chen Chitta Baral Peyman Heidari VLM 43 6 0 04 Oct 2022
Zero-Shot Retrieval with Search Agents and Hybrid Environments Michelle Chen Huebscher Christian Buck Massimiliano Ciaramita S. Rothe 35 9 0 30 Sep 2022
Promptagator: Few-shot Dense Retrieval From 8 Examples Zhuyun Dai Vincent Zhao Ji Ma Yi Luan Jianmo Ni Jing Lu A. Bakalov Kelvin Guu Keith B. Hall Ming-Wei Chang RALM 16 224 0 23 Sep 2022