Title
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation Eugene Yang Dawn J Lawrie J. Mayfield Douglas W. Oard Scott Miller FedML VLM 113 11 0 09 Jan 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 69 3 0 07 Jan 2024
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks Chau Nguyen Phuong Minh Nguyen Thanh Tran Dat Nguyen An Trieu Tin Pham Anh Dang Le-Minh Nguyen ELM 98 10 0 07 Jan 2024
A case study of Generative AI in MSX Sales Copilot: Improving seller productivity with a real-time question-answering system for content recommendation Manpreet Singh Ravdeep Pasricha Nitish Singh R. Kondapalli R. Manoj Kiran Rama Laurent Boué RALM 20 2 0 04 Jan 2024
Searching, fast and slow, through product catalogs Dayanand Ubrangala Juhi Sharma Sharath Kumar Mallapura Rangappa Kiran Rama R. Kondapalli Laurent Boué 26 2 0 01 Jan 2024
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond Siyuan Li Luyuan Zhang Zedong Wang Di Wu Lirong Wu ... Jun Xia Cheng Tan Yang Liu Baigui Sun Stan Z. Li SSL 107 15 0 31 Dec 2023
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models Cheng Niu Yuanhao Wu Juno Zhu Siliang Xu Kashun Shum Randy Zhong Juntong Song Tong Zhang HILM 85 109 0 31 Dec 2023
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 133 190 0 31 Dec 2023
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang Yeqin Zhang Cam-Tu Nguyen 91 2 0 30 Dec 2023
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages Mofetoluwa Adeyemi Akintunde Oladipo Ronak Pradeep Jimmy J. Lin 71 2 0 26 Dec 2023
Making Large Language Models A Better Foundation For Dense Retrieval Chaofan Li Zheng Liu Shitao Xiao Yingxia Shao RALM 130 47 0 24 Dec 2023
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 70 0 0 19 Dec 2023
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models Xiaoxi Li Yujia Zhou Zhicheng Dou RALM 81 14 0 18 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 300 1,841 1 18 Dec 2023
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval Weihang Su Qingyao Ai Xiangsheng Li Jia Chen Yiqun Liu Xiaolong Wu Shengluan Hou 70 15 0 17 Dec 2023
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off Yuansan Liu Ruqing Zhang Mingkun Zhang Wei Chen Maarten de Rijke Jiafeng Guo Xueqi Cheng AAML 63 10 0 16 Dec 2023
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages Saiful Haq Ashutosh Sharma Pushpak Bhattacharyya 59 3 0 15 Dec 2023
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention Kaiqiang Song Xiaoyang Wang Sangwoo Cho Xiaoman Pan Dong Yu 88 7 0 14 Dec 2023
Dense X Retrieval: What Retrieval Granularity Should We Use? Tong Chen Hongwei Wang Sihao Chen Wenhao Yu Kaixin Ma Xinran Zhao Hongming Zhang Dong Yu 105 36 0 11 Dec 2023
Evaluating ChatGPT as a Question Answering System: A Comprehensive Analysis and Comparison with Existing Models Hossein Bahak Farzaneh Taheri Zahra Zojaji Arefeh Kazemi ELM AI4MH 73 21 0 11 Dec 2023
ESPN: Memory-Efficient Multi-Vector Information Retrieval Susav Shrestha Narasimha Reddy Zongwang Li 71 7 0 09 Dec 2023
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models Xinyu Crystina Zhang Sebastian Hofstatter Patrick Lewis Raphael Tang Jimmy J. Lin LRM KELM ELM RALM ALM 86 8 0 05 Dec 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Quránic IR in English and Arabic Vera Pavlova 68 2 0 05 Dec 2023
Axiomatic Preference Modeling for Longform Question Answering Corby Rosset Guoqing Zheng Victor C. Dibia Ahmed Hassan Awadallah Paul Bennett SyDa 59 4 0 02 Dec 2023
Event-driven Real-time Retrieval in Web Search Nan Yang Shusen Zhang Yannan Zhang Xiaoling Bai Hualong Deng Tianhua Zhou Jin Ma 78 1 0 01 Dec 2023
Experimental Analysis of Large-scale Learnable Vector Storage Compression Hailin Zhang Penghao Zhao Xupeng Miao Yingxia Shao Zirui Liu Tong Yang Tengjiao Wang 79 13 0 27 Nov 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Xingliang Yuan Tom Drummond Trevor Cohn 73 2 0 27 Nov 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval Fan Jiang Tom Drummond Trevor Cohn 102 2 0 27 Nov 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering Inderjeet Nair Shwetha Somasundaram Apoorv Saxena Koustava Goswami RALM 78 9 0 22 Nov 2023
An Interactive Query Generation Assistant using LLM-based Prompt Modification and User Feedback Kaustubh D. Dhole Ramraj Chandradevan Eugene Agichtein RALM 53 9 0 19 Nov 2023
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning Qingyu Tan Hwee Tou Ng Lidong Bing 107 11 0 16 Nov 2023
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification Yaxin Zhu Hamed Zamani 91 4 0 16 Nov 2023
Long-form Question Answering: An Iterative Planning-Retrieval-Generation Approach Pritom Saha Akash Kashob Kumar Roy Lucian Popa Kevin Chen-Chuan Chang 71 3 0 15 Nov 2023
It's All Relative! -- A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction Aditi Chaudhary K. Raman Michael Bendersky 136 8 0 14 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 93 31 0 14 Nov 2023
Text Representation Distillation via Information Bottleneck Principle Yanzhao Zhang Dingkun Long Zehan Li Pengjun Xie 46 2 0 09 Nov 2023
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 89 14 0 09 Nov 2023
Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources Yerin Hwang Yongi-Mi Kim Hyunkyung Bae Jeesoo Bang Hwanhee Lee Kyomin Jung 68 6 0 09 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Fröbe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 139 13 0 08 Nov 2023
Analyzing Film Adaptation through Narrative Alignment T. Pial Shahreen Salim Charuta Pethe Allen Kim Steven Skiena 49 4 0 07 Nov 2023
Adapting Pre-trained Generative Models for Extractive Question Answering Prabir Mallick Tapas Nayak Indrajit Bhattacharya 52 4 0 06 Nov 2023
GLEN: Generative Retrieval via Lexical Index Learning Sunkyung Lee Minjin Choi Jongwuk Lee RALM 42 12 0 06 Nov 2023
Causal Question Answering with Reinforcement Learning Lukas Blübaum Stefan Heindorf CML 80 4 0 05 Nov 2023
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval Fan Luo Mihai Surdeanu 62 2 0 05 Nov 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 81 0 0 04 Nov 2023
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval Jinrui Yang Timothy Baldwin Trevor Cohn 63 2 0 03 Nov 2023
Plot Retrieval as an Assessment of Abstract Semantic Association Shicheng Xu Liang Pang JiangNan Li Mo Yu Fandong Meng Huawei Shen Xueqi Cheng Jie Zhou 74 3 0 03 Nov 2023
Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers Weiwei Sun Zheng Chen Xinyu Ma Lingyong Yan Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Zhaochun Ren ALM 102 20 0 02 Nov 2023
LLMs may Dominate Information Access: Neural Retrievers are Biased Towards LLM-Generated Texts Sunhao Dai Yuqi Zhou Liang Pang Weihao Liu Xiaolin Hu Yong Liu Xiao Zhang Gang Wang Jun Xu 121 34 0 31 Oct 2023
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents Michael Gunther Jackmin Ong Isabelle Mohr Alaeddine Abdessalem Tanguy Abel ... Saba Sturua Bo Wang Maximilian Werk Nan Wang Han Xiao RALM 229 67 0 30 Oct 2023