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
Entity Retrieval for Answering Entity-Centric Questions Hassan S. Shavarani Anoop Sarkar RALM 26 2 0 05 Aug 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering Rujun Han Yuhao Zhang Peng Qi Yumo Xu Jenyuan Wang Lan Liu William Yang Wang Bonan Min Vittorio Castelli RALM 37 17 0 19 Jul 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together Dilara Soylu Christopher Potts Omar Khattab 27 10 0 15 Jul 2024
NinjaLLM: Fast, Scalable and Cost-effective RAG using Amazon SageMaker and AWS Trainium and Inferentia2 Tengfei Xue Xuefeng Li Roman Smirnov Tahir Azim Arash Sadrieh Babak Pahlavan 15 0 0 11 Jul 2024
Large language models are good medical coders, if provided with tools Keith Kwan ELM LM&MA 16 3 0 06 Jul 2024
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval Kazuaki Furumai Roberto Legaspi Julio Vizcarra Yudai Yamazaki Yasutaka Nishimura Sina J. Semnani Kazushi Ikeda Weiyan Shi Monica S. Lam 27 7 0 04 Jul 2024
Learning Retrieval Augmentation for Personalized Dialogue Generation Qiushi Huang Shuai Fu Xubo Liu Wenwu Wang Tom Ko Yu Zhang Lilian H. Y. Tang RALM 43 11 0 27 Jun 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 42 10 0 26 Jun 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 23 1 0 25 Jun 2024
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation Abe Bohan Hou Orion Weller Guanghui Qin Eugene Yang Dawn J Lawrie Nils Holzenberger Andrew Blair-Stanek Benjamin Van Durme AILaw ELM 78 5 0 24 Jun 2024
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs Venktesh V. Deepali Prabhu Avishek Anand RALM CoGe 31 1 0 24 Jun 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document Analysis Yulong Hui Yao Lu Huanchen Zhang RALM 38 9 0 21 Jun 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering Zhengliang Shi Shuo Zhang Weiwei Sun Shen Gao Pengjie Ren Zhumin Chen Zhaochun Ren RALM 35 28 0 21 Jun 2024
DocCGen: Document-based Controlled Code Generation Sameer Pimparkhede Mehant Kammakomati Srikanth G. Tamilselvam Prince Kumar Ashok Pon Kumar Pushpak Bhattacharyya 31 2 0 17 Jun 2024
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing Heidi C. Zhang Sina J. Semnani Farhad Ghassemi Jialiang Xu Shicheng Liu Monica S. Lam RALM 29 6 0 01 Jun 2024
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings R. Reddy Omar Attia Yunyao Li Heng Ji Saloni Potdar 32 1 0 23 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 60 33 0 23 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 33 0 0 21 May 2024
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study Farnaz Khun Jush Steffen Vogler Tuan Truong Matthias Lenga 29 2 0 15 May 2024
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness Xinran Zhao Tong Chen Sihao Chen Hongming Zhang Tongshuang Wu 21 7 0 04 May 2024
Language Fairness in Multilingual Information Retrieval Eugene Yang Thomas Janich James Mayfield Dawn J Lawrie 20 3 0 02 May 2024
Distillation for Multilingual Information Retrieval Eugene Yang Dawn J Lawrie James Mayfield VLM 16 1 0 02 May 2024
PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval Dawn J Lawrie Efsun Kayi Eugene Yang James Mayfield Douglas W. Oard 19 2 0 02 May 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 58 17 0 30 Apr 2024
A Reproducibility Study of PLAID Sean MacAvaney Nicola Tonellotto 21 7 0 23 Apr 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases Shirley Wu Shiyu Zhao Michihiro Yasunaga Kexin Huang Kaidi Cao Qian Huang V. Ioannidis Karthik Subbian James Y. Zou J. Leskovec 34 17 0 19 Apr 2024
FecTek: Enhancing Term Weight in Lexicon-Based Retrieval with Feature Context and Term-level Knowledge Zunran Wang Zhonghua Li Wei Shen Qi Ye Liqiang Nie 23 0 0 18 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 83 1 0 12 Apr 2024
Extending Translate-Train for ColBERT-X to African Language CLIR Eugene Yang Dawn J Lawrie Paul McNamee J. Mayfield 21 0 0 11 Apr 2024
LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding Mingrui Wu Sheng Cao KELM RALM 38 3 0 08 Apr 2024
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking Jiawei Zhang Chejian Xu Y. Gai Freddy Lecue Dawn Song Bo-wen Li HILM 24 10 0 03 Apr 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization Zixuan Zhang R. Reddy Kevin Small Tong Zhang Heng Ji 32 1 0 02 Apr 2024
ReALM: Reference Resolution As Language Modeling Joel Ruben Antony Moniz Soundarya Krishnan Melis Ozyildirim Prathamesh Saraf Halim Cagri Ates Yuan-kang Zhang Hong-ye Yu Nidhi Rajshree 37 6 0 29 Mar 2024
Gecko: Versatile Text Embeddings Distilled from Large Language Models Jinhyuk Lee Zhuyun Dai Xiaoqi Ren Blair Chen Daniel Matthew Cer ... Aditya Kusupati Prateek Jain Siddhartha Reddy Jonnalagadda Ming-Wei Chang Iftekhar Naim RALM VLM SyDa 38 40 0 29 Mar 2024
Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent Junkai Zhou Liang Pang Ya Jing Jia Gu Huawei Shen Xueqi Cheng 23 1 0 28 Mar 2024
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering Yuan Gao Yiheng Zhu Yuanbin Cao Yinzhi Zhou Zhen Wu Yujie Chen Shenglan Wu Haoyuan Hu Xinyu Dai LRM 49 2 0 19 Mar 2024
RAGGED: Towards Informed Design of Retrieval Augmented Generation Systems Jennifer Hsia Afreen Shaikh Zhiruo Wang Graham Neubig RALM 25 10 0 14 Mar 2024
SPLADE-v3: New baselines for SPLADE Carlos Lassance Hervé Déjean Thibault Formal S. Clinchant 19 23 0 11 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 90 24 0 08 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 24 1 0 07 Mar 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation Shicheng Xu Liang Pang Mo Yu Fandong Meng Huawei Shen Xueqi Cheng Jie Zhou RALM 33 9 0 28 Feb 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering Yuhao Wang Ruiyang Ren Junyi Li Wayne Xin Zhao Jing Liu Ji-Rong Wen RALM 40 8 0 27 Feb 2024
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 46 1 0 25 Feb 2024
Self-Retrieval: Building an Information Retrieval System with One Large Language Model Qiaoyu Tang Jiawei Chen Bowen Yu Yaojie Lu Cheng Fu ... Fei Huang Ben He Xianpei Han Le Sun Yongbin Li KELM 44 0 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 35 5 0 23 Feb 2024
INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models Hanseok Oh Hyunji Lee Seonghyeon Ye Haebin Shin Hansol Jang Changwook Jun Minjoon Seo 33 19 0 22 Feb 2024
BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives Xiaoyue Wang Jianyou Wang Weili Cao Kaicheng Wang R. Paturi Leon Bergen 37 6 0 21 Feb 2024
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries Seanie Lee Jianpeng Cheng Joris Driesen Alexandru Coca Anders Johannsen RALM 33 1 0 20 Feb 2024
SoftQE: Learned Representations of Queries Expanded by LLMs Varad Pimpalkhute John Heyer Xusen Yin Sameer Gupta RALM 25 1 0 20 Feb 2024
Triple-Encoders: Representations That Fire Together, Wire Together Justus-Jonas Erker Florian Mai Nils Reimers Gerasimos Spanakis Iryna Gurevych 17 2 0 19 Feb 2024