Title
Evaluating the Robustness of Machine Reading Comprehension Models to Low Resource Entity Renaming Clemencia Siro T. Ajayi 90 2 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 68 1 0 06 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 89 8 0 05 Apr 2023
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents Xing Han Lù Siva Reddy H. D. Vries LMTD 74 7 0 03 Apr 2023
Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval Daniel Fernando Campos ChengXiang Zhai 52 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 52 3 0 31 Mar 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 45 5 0 30 Mar 2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators Xingwei He Zheng-Wen Lin Yeyun Gong Alex Jin Hang Zhang Chen Lin Jian Jiao Siu-Ming Yiu Nan Duan Weizhu Chen 119 201 0 29 Mar 2023
Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining Nicholas Monath Manzil Zaheer Kelsey R. Allen Andrew McCallum 67 6 0 27 Mar 2023
Thistle: A Vector Database in Rust Bradford T. Windsor Kevin Choi 15 2 0 25 Mar 2023
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters Vaishali Pal Carlos Lassance Hervé Déjean Stéphane Clinchant 230 3 0 23 Mar 2023
Query2doc: Query Expansion with Large Language Models Liang Wang Nan Yang Furu Wei 138 113 0 14 Mar 2023
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers Jon Saad-Falcon Omar Khattab Keshav Santhanam Radu Florian M. Franz Salim Roukos Avirup Sil Md Arafat Sultan Christopher Potts 96 45 0 01 Mar 2023
Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension Nuo Chen Hongguang Li Junqing He Yinan Bao Xinshi Lin ... Jianfeng Liu Ruyi Gan Jiaxing Zhang Baoyuan Wang Jia Li 136 3 0 27 Feb 2023
Natural Response Generation for Chinese Reading Comprehension Nuo Chen Hongguang Li Yinan Bao Baoyuan Wang Jia Li 38 1 0 17 Feb 2023
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval Sheng-Chieh Lin Akari Asai Minghan Li Barlas Oğuz Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 101 102 0 15 Feb 2023
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques Qi Zhang Zijian Yang Yi-Li Huang Ze Chen Zijian Cai Kangxu Wang Jiewen Zheng Jiarong He Jin Gao LRM VLM 59 1 0 14 Feb 2023
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents Shreya Saxena Raj Sangani Siva Prasad Shubham Kumar Mihir Athale Rohan Awhad Vishal Vaddina 41 5 0 14 Feb 2023
Alloprof: a new French question-answer education dataset and its use in an information retrieval case study Antoine Lefebvre-Brossard Stephane Gazaille Michel C. Desmarais AI4Ed 61 1 0 10 Feb 2023
ControversialQA: Exploring Controversy in Question Answering Zhen Wang Peide Zhu Jie Yang 85 1 0 10 Feb 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories Suyu Ge Chenyan Xiong Corby Rosset Arnold Overwijk Jiawei Han Paul N. Bennett VLM 62 6 0 07 Feb 2023
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support Stephen Obadinma Faiza Khan Khattak Shi Wang Tania Sidhom Elaine Lau ... Jaswinder Narain D. Pandya Xiao-Dan Zhu Frank Rudzicz Elham Dolatabadi AI4TS 59 5 0 07 Feb 2023
Learned Accelerator Framework for Angular-Distance-Based High-Dimensional DBSCAN Yifan Wang D. Wang 46 1 0 06 Feb 2023
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation Zhiqi Huang Puxuan Yu James Allan VLM 82 32 0 29 Jan 2023
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval Seungyeon Kim A. S. Rawat Manzil Zaheer Sadeep Jayasumana Veeranjaneyulu Sadhanala Wittawat Jitkrittum A. Menon Rob Fergus Surinder Kumar FedML 85 7 0 27 Jan 2023
A Study on FGSM Adversarial Training for Neural Retrieval Simon Lupart Stéphane Clinchant AAML 87 7 0 25 Jan 2023
ExaRanker: Explanation-Augmented Neural Ranker Fernando Ferraretto Thiago Laitz R. Lotufo Rodrigo Nogueira ELM LRM 97 7 0 25 Jan 2023
An Experimental Study on Pretraining Transformers from Scratch for IR Carlos Lassance Hervé Déjean Stéphane Clinchant 62 11 0 25 Jan 2023
Proactive and Reactive Engagement of Artificial Intelligence Methods for Education: A Review Sruti Mallik Ahana Gangopadhyay 56 45 0 23 Jan 2023
MGeo: Multi-Modal Geographic Pre-Training Method Ruixue Ding Boli Chen Pengjun Xie Fei Huang Xin Li Qiang-Wei Zhang Yao Xu 106 19 0 11 Jan 2023
Towards Answering Climate Questionnaires from Unstructured Climate Reports Daniel M. Spokoyny Tanmay Laud Thomas W. Corringham Taylor Berg-Kirkpatrick 79 7 0 11 Jan 2023
Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding Yunchang Zhu Liang Pang Kangxi Wu Yanyan Lan Huawei Shen Xueqi Cheng AAML ELM 57 2 0 10 Jan 2023
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers Leonid Boytsov Preksha Patel Vivek Sourabh Riddhi Nisar Sayan Kundu R. Ramanathan Eric Nyberg 68 20 0 08 Jan 2023
Inflected Forms Are Redundant in Question Generation Models Xingwu Sun Hongyin Tang Chengzhong Xu 69 1 0 01 Jan 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 92 3 0 27 Dec 2022
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank Tanya Chowdhury Razieh Rahimi James Allan FAtt 55 18 0 24 Dec 2022
Learning List-Level Domain-Invariant Representations for Ranking Ruicheng Xian Honglei Zhuang Zhen Qin Hamed Zamani Jing Lu Ji Ma Kai Hui Han Zhao Xuanhui Wang Michael Bendersky OOD 107 10 0 21 Dec 2022
HYRR: Hybrid Infused Reranking for Passage Retrieval Jing Lu Keith B. Hall Ji Ma Jianmo Ni 47 6 0 20 Dec 2022
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval John Giorgi Luca Soldaini Bo Wang Gary D. Bader Kyle Lo Lucy Lu Wang Arman Cohan 95 19 0 20 Dec 2022
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories Alex Troy Mallen Akari Asai Victor Zhong Rajarshi Das Daniel Khashabi Hannaneh Hajishirzi RALM HILM KELM 140 611 0 20 Dec 2022
Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan RALM 103 339 0 20 Dec 2022
Parameter-efficient Zero-shot Transfer for Cross-Language Dense Retrieval with Adapters Eugene Yang Suraj Nair Dawn J Lawrie J. Mayfield Douglas W. Oard 64 4 0 20 Dec 2022
Fine-Grained Distillation for Long Document Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Guodong Long Can Xu Daxin Jiang RALM 84 30 0 20 Dec 2022
Adam: Dense Retrieval Distillation with Adaptive Dark Examples Chongyang Tao Chang Liu Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang 84 5 0 20 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 108 102 0 19 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 103 45 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 117 302 0 19 Dec 2022
Query-as-context Pre-training for Dense Passage Retrieval Xing Wu Guangyuan Ma Wanhui Qian Zijia Lin Songlin Hu 93 9 0 19 Dec 2022
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion Xingwei He Yeyun Gong Alex Jin Hang Zhang Anlei Dong Jian Jiao Siu-Ming Yiu Nan Duan RALM 89 3 0 18 Dec 2022
AugTriever: Unsupervised Dense Retrieval by Scalable Data Augmentation Rui Meng Ye Liu Semih Yavuz Divyansh Agarwal Lifu Tu Ning Yu Jianguo Zhang Meghana Moorthy Bhat Yingbo Zhou RALM 134 0 0 17 Dec 2022