Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval

11 March 2022

Papers citing "Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval"

39 / 39 papers shown

Title
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 40 0 0 15 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
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking Qi Liu Haozhe Duan Yiqun Chen Quanfeng Lu Weiwei Sun Jiaxin Mao 27 0 0 10 Apr 2025
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval Niklas Freymuth Dong Liu Thomas Ricatte Saab Mansour 64 0 0 30 Jan 2025
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG X. Zhao Yan Zhong Zetian Sun Xinshuo Hu Zhenyu Liu Dongfang Li Baotian Hu Min Zhang 58 6 0 14 Oct 2024
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models Orion Weller Benjamin Van Durme Dawn J Lawrie Ashwin Paranjape Yuhao Zhang Jack Hessel LRM RALM 47 17 0 17 Sep 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
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 46 47 0 21 Jun 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 27 8 0 26 Apr 2024
SPLADE-v3: New baselines for SPLADE Carlos Lassance Hervé Déjean Thibault Formal S. Clinchant 24 23 0 11 Mar 2024
Transferring BERT Capabilities from High-Resource to Low-Resource Languages Using Vocabulary Matching Piotr Rybak 27 1 0 22 Feb 2024
Predictive Chemistry Augmented with Text Retrieval Yujie Qian Zhening Li Zhengkai Tu Connor W. Coley Regina Barzilay 16 7 0 08 Dec 2023
Overview of the TREC 2023 Product Product Search Track Daniel Fernando Campos Surya Kallumadi Corby Rosset Chengxiang Zhai Alessandro Magnani 14 3 0 14 Nov 2023
ChipNeMo: Domain-Adapted LLMs for Chip Design Mingjie Liu Teodor-Dumitru Ene Robert M. Kirby Chris Cheng N. Pinckney ... Pratik P Suthar Varun Tej Walker J. Turner Kaizhe Xu Haoxin Ren 42 140 0 31 Oct 2023
Selecting which Dense Retriever to use for Zero-Shot Search Ekaterina Khramtsova Shengyao Zhuang Mahsa Baktashmotlagh Xi Wang Guido Zuccon 27 6 0 18 Sep 2023
Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering Piotr Rybak M. Ogrodniczuk KELM LRM 38 4 0 15 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 24 10 0 16 Aug 2023
Typo-Robust Representation Learning for Dense Retrieval Panuthep Tasawong Wuttikorn Ponwitayarat Peerat Limkonchotiwat Can Udomcharoenchaikit E. Chuangsuwanich Sarana Nutanong OOD 35 4 0 17 Jun 2023
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems Zhenpeng Su Xing Wu Wei Zhou Guangyuan Ma Songlin 34 2 0 07 Jun 2023
MAUPQA: Massive Automatically-created Polish Question Answering Dataset Piotr Rybak 26 12 0 09 May 2023
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training Daniel Fernando Campos ChengXiang Zhai Alessandro Magnani 19 4 0 06 Apr 2023
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering Yongho Song Dahyun Lee Myungha Jang Seung-won Hwang Kyungjae Lee Dongha Lee Jinyeong Yeo RALM 12 1 0 06 Apr 2023
Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval Daniel Fernando Campos ChengXiang Zhai 18 0 0 31 Mar 2023
Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders Daniel Fernando Campos Alessandro Magnani Chengxiang Zhai 9 2 0 31 Mar 2023
Query-as-context Pre-training for Dense Passage Retrieval Xing Wu Guangyuan Ma Wanhui Qian Zijia Lin Songlin Hu 22 9 0 19 Dec 2022
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval Minghan Li Sheng-Chieh Lin Barlas Oğuz Asish Ghoshal Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 27 26 0 18 Nov 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Si Sun Chenyan Xiong Yue Yu Arnold Overwijk Zhiyuan Liu Jie Bao 27 6 0 31 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 22 53 0 18 Oct 2022
Automated MeSH Term Suggestion for Effective Query Formulation in Systematic Reviews Literature Search Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon AI4CE 21 17 0 19 Sep 2022
Neural Approaches to Multilingual Information Retrieval Dawn J Lawrie Eugene Yang Douglas W. Oard J. Mayfield 15 22 0 03 Sep 2022
ConTextual Masked Auto-Encoder for Dense Passage Retrieval Xing Wu Guangyuan Ma Meng Lin Zijia Lin Zhongyuan Wang Songlin Hu RALM 19 24 0 16 Aug 2022
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval Zehan Li Nan Yang Liang Wang Furu Wei 24 8 0 08 Aug 2022
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation Shengyao Zhuang Houxing Ren Linjun Shou Jian Pei Ming Gong Guido Zuccon Daxin Jiang 32 64 0 21 Jun 2022
C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval Eugene Yang Suraj Nair Ramraj Chandradevan Rebecca Iglesias-Flores Douglas W. Oard RALM CLL 22 19 0 25 Apr 2022
Knowledge Base Index Compression via Dimensionality and Precision Reduction Vilém Zouhar Marius Mosbach Miaoran Zhang Dietrich Klakow 16 2 0 06 Apr 2022
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos Shengyao Zhuang Guido Zuccon OOD 11 30 0 01 Apr 2022
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training Shengyao Zhuang Guido Zuccon OffRL 18 6 0 25 Feb 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 157 329 0 12 Aug 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 214 593 0 16 Oct 2020