ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

27 April 2020

Papers citing "ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT"

50 / 228 papers shown

Title
Measuring Retrieval Complexity in Question Answering Systems Matteo Gabburo Nicolaas Paul Jedema Siddhant Garg Leonardo F. R. Ribeiro Alessandro Moschitti 47 0 0 05 Jun 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 55 0 0 21 May 2024
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 62 83 0 13 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 40 191 0 10 May 2024
ir_explain: a Python Library of Explainable IR Methods Shri Kiran Srinivasan Harsh Agarwal Venktesh V Avishek Anand Swastik Mohanty Debapriyo Majumdar Mandar Mitra XAI 68 1 0 29 Apr 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis Parth Vashisht Abhilasha Lodha Mukta Maddipatla Zonghai Yao Avijit Mitra Zhichao Yang Junda Wang Sunjae Kwon Hong-ye Yu LM&MA 36 1 0 27 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 91 1 0 12 Apr 2024
Event-enhanced Retrieval in Real-time Search Yanan Zhang Xiaoling Bai Tianhua Zhou 49 1 0 09 Apr 2024
Generative Retrieval as Multi-Vector Dense Retrieval Shiguang Wu Wenda Wei Mengqi Zhang Zhumin Chen Jun Ma Zhaochun Ren Maarten de Rijke Pengjie Ren 3DV 34 7 0 31 Mar 2024
A Semantic Search Engine for Mathlib4 Guoxiong Gao Haocheng Ju Jiedong Jiang Zihan Qin Bin Dong 43 3 0 20 Mar 2024
Multiscale Matching Driven by Cross-Modal Similarity Consistency for Audio-Text Retrieval Qian Wang Jia-Chen Gu Zhen-Hua Ling 35 2 0 15 Mar 2024
Is Cosine-Similarity of Embeddings Really About Similarity? Harald Steck Chaitanya Ekanadham Nathan Kallus DML 41 69 0 08 Mar 2024
Triple-Encoders: Representations That Fire Together, Wire Together Justus-Jonas Erker Florian Mai Nils Reimers Gerasimos Spanakis Iryna Gurevych 22 2 0 19 Feb 2024
Streaming Sequence Transduction through Dynamic Compression Weiting Tan Yunmo Chen Tongfei Chen Guanghui Qin Haoran Xu Heidi C. Zhang Benjamin Van Durme Philipp Koehn 24 2 0 02 Feb 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 24 123 0 31 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation Zhihao Zhang Alan Zhu Lijie Yang Yihua Xu Lanting Li P. Phothilimthana Zhihao Jia RALM KELM 56 16 0 25 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 34 55 0 21 Jan 2024
QAnswer: Towards Question Answering Search over Websites Kunpeng Guo Clement Defretiere Dennis Diefenbach Christophe Gravier Antoine Gourru 40 4 0 17 Jan 2024
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang Yeqin Zhang Cam-Tu Nguyen 22 2 0 30 Dec 2023
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages Saiful Haq Ashutosh Sharma Pushpak Bhattacharyya 26 2 0 15 Dec 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Quránic IR in English and Arabic Vera Pavlova 23 2 0 05 Dec 2023
Context Retrieval via Normalized Contextual Latent Interaction for Conversational Agent Junfeng Liu Zhuocheng Mei Kewen Peng R. Vatsavai 25 1 0 01 Dec 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Qiongkai Xu Tom Drummond Trevor Cohn 21 2 0 27 Nov 2023
Some Like It Small: Czech Semantic Embedding Models for Industry Applications Jirí Bednár Jakub Náplava Petra Barancíková Ondrej Lisický 30 5 0 23 Nov 2023
Portuguese FAQ for Financial Services Paulo Finardi Wanderley M. Melo Edgard D. Medeiros Neto Alex F. Mansano Pablo B. Costa Vinicius Fernandes Caridá 39 0 0 19 Nov 2023
LePaRD: A Large-Scale Dataset of Judges Citing Precedents Robert Mahari Dominik Stammbach Elliott Ash Alex Pentland ELM AILaw 20 2 0 15 Nov 2023
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval Nandan Thakur Jianmo Ni Gustavo Hernández Ábrego John Wieting Jimmy J. Lin Daniel Cer RALM 43 12 0 10 Nov 2023
Making Retrieval-Augmented Language Models Robust to Irrelevant Context Ori Yoran Tomer Wolfson Ori Ram Jonathan Berant RALM LRM 24 185 0 02 Oct 2023
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection Sophia Althammer Guido Zuccon Sebastian Hofstatter Suzan Verberne Allan Hanbury 39 4 0 12 Sep 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 41 10 0 16 Aug 2023
SPM: Structured Pretraining and Matching Architectures for Relevance Modeling in Meituan Search Wen-xin Zan Yaopeng Han Xiaotian Jiang Yao Xiao Yang Yang Dayao Chen Sheng Chen 30 3 0 15 Aug 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 58 5 0 19 Jul 2023
Improving Text Semantic Similarity Modeling through a 3D Siamese Network Jianxiang Zang Hui Liu 3DPC 31 2 0 18 Jul 2023
LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias Mario Almagro Emilio Almazán Diego Ortego David Jiménez 29 3 0 06 Jul 2023
VerifAI: Verified Generative AI Nan Tang Chenyu Yang Ju Fan Lei Cao Yuyu Luo Alon Halevy 21 15 0 06 Jul 2023
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification Sha Li Ruining Zhao Manling Li Heng Ji Chris Callison-Burch Jiawei Han 47 29 0 05 Jul 2023
Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model Jiong Cai Yong-jia Jiang Yue Zhang Chenyue Jiang Keliang Yu ... Tao Wang Zhongqiang Huang Pengjun Xie Fei Huang Kewei Tu 15 0 0 01 Jul 2023
Online Distillation for Pseudo-Relevance Feedback Sean MacAvaney Xi Wang 30 2 0 16 Jun 2023
Referral Augmentation for Zero-Shot Information Retrieval Michael Tang Shunyu Yao John Yang Karthik R. 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 36 1 0 23 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions Zhihan Zhang Wenhao Yu Zheng Ning Mingxuan Ju Meng Jiang 29 4 0 23 May 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 32 14 0 23 May 2023
BM25 Query Augmentation Learned End-to-End Xiaoyin Chen Sam Wiseman 33 1 0 23 May 2023
Query Performance Prediction: From Ad-hoc to Conversational Search Chuan Meng Negar Arabzadeh Mohammad Aliannejadi Maarten de Rijke 43 24 0 18 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 30 4 0 17 May 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems Wenhao Yu Zhihan Zhang Meng Jiang KELM 70 40 0 16 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 61 18 0 12 May 2023
Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking D. Gupta Dina Demner-Fushman 29 1 0 07 May 2023
Explicit and Implicit Semantic Ranking Framework Xiaofeng Zhu Thomas Lin Vishal Anand M. Calderwood Eric Clausen-Brown Gord Lueck Wen-wai Yim Cheng Wu OffRL 18 2 0 11 Apr 2023
CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval Xing Wu Guangyuan Ma Peng Wang Meng Lin Zijia Lin Fuzheng Zhang Songlin Hu RALM 24 7 0 05 Apr 2023