Passage Re-ranking with BERT

13 January 2019

Papers citing "Passage Re-ranking with BERT"

50 / 419 papers shown

Title
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications Sean Kim Raja Mazumder 35 0 0 23 Sep 2024
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval Jiatao Li Xinyu Hu Xiaojun Wan 34 1 0 21 Sep 2024
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Ashish Kundu Charles Fleming Mingyi Hong Jie Ding SILM 29 2 0 12 Sep 2024
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG Gabriel de Souza P. Moreira Ronay Ak Benedikt Schifferer Mengyao Xu Radek Osmulski Even Oldridge 34 4 0 12 Sep 2024
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support Paulina Toro Isaza Michael Nidd Noah Zheutlin Jae-wook Ahn Chidansh Amitkumar Bhatt Yu Deng R. Mahindru M. Franz Hans Florian Salim Roukos RALM 31 0 0 06 Sep 2024
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain Antoine Louis Gijs van Dijck Gerasimos Spanakis 39 0 0 02 Sep 2024
rerankers: A Lightweight Python Library to Unify Ranking Methods Benjamin Clavié ALM 42 6 0 30 Aug 2024
Squid: Long Context as a New Modality for Energy-Efficient On-Device Language Models Wei Chen Zhiyuan Li Shuo Xin Yihao Wang 36 5 0 28 Aug 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection Yufei Huang Xu Han Maosong Sun 36 0 0 12 Aug 2024
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation Cheng Yang Guoping Huang Mo Yu Zhirui Zhang Siheng Li Mingming Yang Shuming Shi Yujiu Yang Lemao Liu 45 1 0 29 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 58 7 0 17 Jul 2024
Better RAG using Relevant Information Gain Marc Pickett Jeremy Hartman Ayan Kumar Bhowmick Raquib-ul Alam Aditya Vempaty RALM 43 4 0 16 Jul 2024
Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce Zhe Lin Jiwei Tan Dan Ou Xi Chen Shaowei Yao Bo Zheng 34 3 0 12 Jul 2024
Characterizing Prompt Compression Methods for Long Context Inference Siddharth Jha Lutfi Eren Erdogan Sehoon Kim Kurt Keutzer A. Gholami 31 5 0 11 Jul 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore Rulin Shao Jacqueline He Akari Asai Weijia Shi Tim Dettmers Sewon Min Luke Zettlemoyer Pang Wei Koh RALM 29 22 0 09 Jul 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation Taeho Hwang Soyeong Jeong Sukmin Cho SeungYoon Han Jong C. Park RALM 43 1 0 04 Jul 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation David Rau Hervé Déjean Nadezhda Chirkova Thibault Formal Shuai Wang Vassilina Nikoulina S. Clinchant 47 12 0 01 Jul 2024
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components Phillip Schneider Wessel Poelman Michael Rovatsos Florian Matthes 37 2 0 01 Jul 2024
Efficient Document Ranking with Learnable Late Interactions Ziwei Ji Himanshu Jain Andreas Veit Sashank J. Reddi Sadeep Jayasumana A. S. Rawat A. Menon Felix X. Yu Sanjiv Kumar 46 1 0 25 Jun 2024
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task Wenhan Liu Yutao Zhu Zhicheng Dou ALM RALM 47 9 0 24 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 88 3 0 21 Jun 2024
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy Hengran Zhang Keping Bi Jiafeng Guo Xueqi Cheng 42 1 0 17 Jun 2024
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy Yiqun Chen Qi Liu Yi Zhang Weiwei Sun Daiting Shi Jiaxin Mao Dawei Yin Jiaxin Mao Dawei Yin 33 6 0 17 Jun 2024
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs Maciej Besta Aleš Kubíček Roman Niggli Robert Gerstenberger Lucas Weitzendorf ... Jürgen Müller H. Niewiadomski Marcin Chrapek Michał Podstawski Torsten Hoefler 52 16 0 07 Jun 2024
A Bi-metric Framework for Fast Similarity Search Haike Xu Sandeep Silwal Piotr Indyk FedML 39 0 0 05 Jun 2024
Robust Interaction-based Relevance Modeling for Online E-Commerce and LLM-based Retrieval Ben Chen Huangyu Dai Xiang Ma Wen Jiang Wei Ning 24 0 0 04 Jun 2024
Harnessing Business and Media Insights with Large Language Models Yujia Bao Ankit Parag Shah Neeru Narang Jonathan Rivers Rajeev Maksey ... Gyuhak Kim Dengpan Yin Don Hejna Mo Nomeli Wei Wei AIFin 59 3 0 02 Jun 2024
Large Language Models for Relevance Judgment in Product Search Navid Mehrdad Hrushikesh Mohapatra Mossaab Bagdouri Prijith Chandran Alessandro Magnani ... Ajit Puthenputhussery Sachin Yadav Tony Lee Chengxiang Zhai Ciya Liao 31 5 0 01 Jun 2024
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking Yifan Zeng Ojas Tendolkar Raymond Baartmans Qingyun Wu Huazheng Wang Lizhong Chen 44 0 0 31 May 2024
Designing an Evaluation Framework for Large Language Models in Astronomy Research John F. Wu Alina Hyk Kiera McCormick Christine Ye Simone Astarita ... M. Ntampaka Charlie OÑeill J. Peek Sanjib Sharma Mikaeel Yunus 50 1 0 30 May 2024
Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems Vishal Vivek Saley Rocktim Jyoti Das Dinesh Raghu Mausam 34 1 0 24 May 2024
TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models Pengzhou Cheng Yidong Ding Tianjie Ju Zongru Wu Wei Du Ping Yi ZhuoSheng Zhang Gongshen Liu SILM AAML 40 20 0 22 May 2024
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data Biplob Biswas R. Ramnath 21 1 0 21 May 2024
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval Jonghyun Song Cheyon Jin Wenlong Zhao Jay Yoon Lee 57 0 0 21 May 2024
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents Yue Chen Chen Huang Yang Deng Wenqiang Lei Dingnan Jin Jia-Wei Liu Tat-Seng Chua 40 7 0 20 May 2024
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source Hung Tuan Le Long Truong To Manh Trong Nguyen Kiet Van Nguyen 43 3 0 13 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 38 4 0 30 Apr 2024
Ranked List Truncation for Large Language Model-based Re-Ranking Chuan Meng Negar Arabzadeh Arian Askari Mohammad Aliannejadi Maarten de Rijke LRM 44 13 0 28 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 50 12 0 22 Apr 2024
LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding Mingrui Wu Sheng Cao KELM RALM 43 3 0 08 Apr 2024
KazQAD: Kazakh Open-Domain Question Answering Dataset Rustem Yeshpanov Pavel Efimov Leonid Boytsov Ardak Shalkarbayuli Pavel Braslavski RALM 41 4 0 06 Apr 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers Yuan Wang Xuyang Wu Hsin-Tai Wu Zhiqiang Tao Yi Fang ALM 39 7 0 04 Apr 2024
Multi-Granularity Guided Fusion-in-Decoder Eunseong Choi Hyeri Lee Jongwuk Lee 44 0 0 03 Apr 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 54 13 0 02 Apr 2024
Shallow Cross-Encoders for Low-Latency Retrieval Aleksandr V. Petrov Sean MacAvaney Craig Macdonald 24 3 0 29 Mar 2024
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models Chao-Wei Huang Yun-Nung Chen LRM 52 0 0 25 Mar 2024
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
Language Models Can Reduce Asymmetry in Information Markets Nasim Rahaman Martin Weiss Manuel Wüthrich Yoshua Bengio Erran L. Li C. Pal Bernhard Schölkopf 34 5 0 21 Mar 2024
Measuring Bias in a Ranked List using Term-based Representations Amin Abolghasemi Leif Azzopardi Arian Askari Maarten de Rijke Suzan Verberne 42 6 0 09 Mar 2024
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design Wenqi Jiang Shuai Zhang Boran Han Jie Wang Bernie Wang Tim Kraska 3DV 98 24 0 08 Mar 2024