ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction

2 December 2021

Papers citing "ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction"

50 / 223 papers shown

Title
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence Yu Qiao Huy Q. Le Avi Deb Raha Phuong-Nam Tran Apurba Adhikary Mengchun Zhang Loc X. Nguyen Eui-nam Huh Dusit Niyato C. Hong AI4CE 21 0 0 11 May 2025
Retrieval Augmented Generation Evaluation for Health Documents Mario Ceresa Lorenzo Bertolini Valentin Comte Nicholas Spadaro Barbara Raffael ... Sergio Consoli Amalia Muñoz Piñeiro Alex Patak Maddalena Querci Tobias Wiesenthal RALM 3DV 38 0 1 07 May 2025
Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval Arthur Satouf Gabriel Ben Zenou Benjamin Piwowarski Habiboulaye Amadou Boubacar Pablo Piantanida 24 0 0 06 May 2025
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Zhengliang Shi Lingyong Yan Weiwei Sun Yue Feng Pengjie Ren Xinyu Ma Shuaiqiang Wang D. Yin Maarten de Rijke Z. Ren RALM 43 0 0 05 May 2025
TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate A. Zandieh Majid Daliri Majid Hadian Vahab Mirrokni MQ 74 0 0 28 Apr 2025
A model and package for German ColBERT Thuong Dang Qiqi Chen VLM 66 0 0 25 Apr 2025
TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval Prasanna Devadiga Arya Suneesh Pawan Kumar Rajpoot Bharatdeep Hazarika Aditya U Baliga 27 0 0 23 Apr 2025
Credible plan-driven RAG method for Multi-hop Question Answering Ningning Zhang Chi Zhang Zhizhong Tan Xingxing Yang Weiping Deng Wenyong Wang LRM 33 0 0 23 Apr 2025
ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring Kaili Huang Thejas Venkatesh Uma Dingankar Antonio Mallia Daniel Campos ... Matei A. Zaharia Kwabena Boahen Omar Khattab Saarthak Sarup Keshav Santhanam 32 0 0 21 Apr 2025
MURR: Model Updating with Regularized Replay for Searching a Document Stream Eugene Yang Nicola Tonellotto Dawn J Lawrie Sean MacAvaney James Mayfield Douglas W. Oard Scott Miller KELM 33 0 0 14 Apr 2025
CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections Florian Schneider Narges Baba Ahmadi Niloufar Baba Ahmadi Iris Vogel Martin Semmann Chris Biemann 35 0 0 10 Apr 2025
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases Alfred Clemedtson Borun Shi RALM 61 0 0 07 Apr 2025
Efficient Constant-Space Multi-Vector Retrieval Sean MacAvaney Antonio Mallia Nicola Tonellotto 28 1 0 02 Apr 2025
GTR: Graph-Table-RAG for Cross-Table Question Answering Jiaru Zou Dongqi Fu Sirui Chen Xinrui He Zihao Li Yada Zhu Jiawei Han Jingrui He LMTD 43 0 0 02 Apr 2025
Exploring the Effectiveness of Multi-stage Fine-tuning for Cross-encoder Re-rankers Francesca Pezzuti Sean MacAvaney Nicola Tonellotto 31 0 0 28 Mar 2025
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models Baolong Bi Shenghua Liu Y. Wang Yilong Xu Junfeng Fang Lingrui Mei Xueqi Cheng KELM 61 4 0 20 Mar 2025
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding S. Han Peng Xia Ruiyi Zhang Tong Sun Yun-Qing Li Hongtu Zhu Huaxiu Yao VLM 87 3 0 18 Mar 2025
HCT-QA: A Benchmark for Question Answering on Human-Centric Tables M. Ahmad Zan Naeem Michaël Aupetit A. Elmagarmid M. Eltabakh Xiasong Ma M. Ouzzani Chaoyi Ruan LMTD 95 0 0 09 Mar 2025
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation Haris Riaz Ellen Riloff Mihai Surdeanu RALM 49 0 0 25 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 79 1 0 21 Feb 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 48 2 0 21 Feb 2025
Savaal: Scalable Concept-Driven Question Generation to Enhance Human Learning Kimia Noorbakhsh Joseph Chandler Pantea Karimi M. Alizadeh H. Balakrishnan LRM 44 1 0 18 Feb 2025
WARP: An Efficient Engine for Multi-Vector Retrieval Jan Luca Scheerer Matei A. Zaharia Christopher Potts Gustavo Alonso Omar Khattab 62 0 0 29 Jan 2025
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Benjamin Warner Antoine Chaffin Benjamin Clavié Orion Weller Oskar Hallström ... Tom Aarsen Nathan Cooper Griffin Adams Jeremy Howard Iacopo Poli 88 75 0 18 Dec 2024
A Flexible Large Language Models Guardrail Development Methodology Applied to Off-Topic Prompt Detection Gabriel Chua Shing Yee Chan Shaun Khoo 75 1 0 20 Nov 2024
A Comparative Study of Text Retrieval Models on DaReCzech Jakub Stetina Martin Fajcik Michal Stefanik Michal Hradis 74 0 0 19 Nov 2024
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations Rose E. Wang Pawan Wirawarn Kenny Lam Omar Khattab Dorottya Demszky 26 0 0 12 Nov 2024
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding Jaemin Cho Debanjan Mahata Ozan Irsoy Yujie He Mohit Bansal VLM 25 8 0 07 Nov 2024
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors Yuefeng Peng Junda Wang Hong-ye Yu Amir Houmansadr SILM 50 2 0 03 Nov 2024
Matchmaker: Self-Improving Large Language Model Programs for Schema Matching Nabeel Seedat M. Schaar 34 2 0 31 Oct 2024
Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval Sheryl Hsu Omar Khattab Chelsea Finn Archit Sharma KELM RALM 36 5 0 30 Oct 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee J. Han Hwanjo Yu 34 3 0 25 Oct 2024
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback Zonghai Yao Aditya Parashar Huixue Zhou Won Seok Jang Feiyun Ouyang Zhichao Yang Hong-ye Yu ELM 44 2 0 17 Oct 2024
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device Yicheng Fu R. Anantha Jianpeng Cheng LRM LLMAG 26 2 0 12 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 33 3 0 10 Oct 2024
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA Xinyu Wang Yanzheng Xiang Lin Gui Yulan He 21 2 0 07 Oct 2024
Contextual Document Embeddings John X. Morris Alexander M. Rush 19 7 0 03 Oct 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 31 4 0 03 Oct 2024
FactAlign: Long-form Factuality Alignment of Large Language Models Chao-Wei Huang Yun-Nung Chen HILM 18 2 0 02 Oct 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval Yoonsang Lee Minsoo Kim Seung-won Hwang RALM 23 0 0 25 Sep 2024
Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style Yuepei Li Kang Zhou Qiao Qiao Bach Nguyen Qing Wang Qi Li HILM RALM 29 2 0 17 Sep 2024
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Lei Liang Mengshu Sun Zhengke Gui Zhongshu Zhu Zhouyu Jiang ... Zhiqiang Zhang Wen Zhang Huajun Chen Wenguang Chen Jun Zhou 43 11 0 10 Sep 2024
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain Antoine Louis Gijs van Dijck Gerasimos Spanakis 19 0 0 02 Sep 2024
rerankers: A Lightweight Python Library to Unify Ranking Methods Benjamin Clavié ALM 32 6 0 30 Aug 2024
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever Rohan Jha Bo Wang Michael Gunther Georgios Mastrapas Saba Sturua Isabelle Mohr Andreas Koukounas Mohammad Kalim Akram Nan Wang Han Xiao 21 2 0 29 Aug 2024
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation Xuanwang Zhang Yunze Song Yidong Wang Shuyun Tang Xinfeng Li ... Wenyuan Xu Yue Zhang Xinyu Dai Shikun Zhang Qingsong Wen 36 4 0 21 Aug 2024
Mistral-SPLADE: LLMs for better Learned Sparse Retrieval Meet Doshi Vishwajeet Kumar Rudra Murthy Vignesh P Jaydeep Sen RALM 12 2 0 20 Aug 2024
ColBERT Retrieval and Ensemble Response Scoring for Language Model Question Answering Alex Gichamba Tewodros Kederalah Idris Brian Ebiyau Eric Nyberg Teruko Mitamura 23 0 0 20 Aug 2024
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation Dongyu Ru Lin Qiu Xiangkun Hu Tianhang Zhang Peng Shi ... Tong He Zhiguo Wang Pengfei Liu Yue Zhang Zheng Zhang 47 12 0 15 Aug 2024
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning Seong-Il Park Seung-Woo Choi Na-Hyun Kim Jay-Yoon Lee RALM AIFin LRM 30 3 0 08 Aug 2024