Title
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages Mofetoluwa Adeyemi Akintunde Oladipo Ronak Pradeep Jimmy J. Lin 37 1 0 26 Dec 2023
Making Large Language Models A Better Foundation For Dense Retrieval Chaofan Li Zheng Liu Shitao Xiao Yingxia Shao RALM 40 38 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 33 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 27 11 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 64 1,552 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 24 13 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 J. Guo Xueqi Cheng AAML 32 6 0 16 Dec 2023
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages Saiful Haq Ashutosh Sharma Pushpak Bhattacharyya 26 2 0 15 Dec 2023
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention Kaiqiang Song Xiaoyang Wang Sangwoo Cho Xiaoman Pan Dong Yu 36 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 35 31 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 42 17 0 11 Dec 2023
ESPN: Memory-Efficient Multi-Vector Information Retrieval Susav Shrestha Narasimha Reddy Zongwang Li 34 6 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 40 6 0 05 Dec 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Quránic IR in English and Arabic Vera Pavlova 28 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 32 3 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 26 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 Bin Cui 34 11 0 27 Nov 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Qiongkai Xu Tom Drummond Trevor Cohn 21 2 0 27 Nov 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval Fan Jiang Tom Drummond Trevor Cohn 48 1 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 29 8 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 28 7 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 28 7 0 16 Nov 2023
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification Yaxin Zhu Hamed Zamani 46 3 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 21 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 31 7 0 14 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 48 25 0 14 Nov 2023
Text Representation Distillation via Information Bottleneck Principle Yanzhao Zhang Dingkun Long Zehan Li Pengjun Xie 19 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 43 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 34 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 47 11 0 08 Nov 2023
Analyzing Film Adaptation through Narrative Alignment T. Pial Shahreen Salim Charuta Pethe Allen Kim Steven Skiena 25 4 0 07 Nov 2023
Adapting Pre-trained Generative Models for Extractive Question Answering Prabir Mallick Tapas Nayak Indrajit Bhattacharya 19 2 0 06 Nov 2023
Causal Question Answering with Reinforcement Learning Lukas Blübaum Stefan Heindorf CML 29 3 0 05 Nov 2023
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval Fan Luo Mihai Surdeanu 28 2 0 05 Nov 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 24 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 27 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 32 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 37 19 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 49 27 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 27 58 0 30 Oct 2023
Poisoning Retrieval Corpora by Injecting Adversarial Passages Zexuan Zhong Ziqing Huang Alexander Wettig Danqi Chen AAML 13 61 0 29 Oct 2023
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion Pengyue Jia Yiding Liu Xiangyu Zhao Xiaopeng Li Changying Hao Shuaiqiang Wang Dawei Yin 29 16 0 29 Oct 2023
Personas as a Way to Model Truthfulness in Language Models Nitish Joshi Javier Rando Abulhair Saparov Najoung Kim He He HILM 40 28 0 27 Oct 2023
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset Haitao Li Yunqiu Shao Yueyue Wu Qingyao Ai Yixiao Ma Yiqun Liu AILaw 35 24 0 26 Oct 2023
Follow-on Question Suggestion via Voice Hints for Voice Assistants B. Fetahu Pedro Faustini Giuseppe Castellucci Anjie Fang Oleg Rokhlenko S. Malmasi 25 2 0 25 Oct 2023
Length is a Curse and a Blessing for Document-level Semantics Chenghao Xiao Yizhi Li ♣. G. Thomas Hudson ♠ Chenghua Al Moubayed 38 6 0 24 Oct 2023
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models Gangwoo Kim Sungdong Kim Byeongguk Jeon Joonsuk Park Jaewoo Kang UQLM 28 25 0 23 Oct 2023
Large Search Model: Redefining Search Stack in the Era of LLMs Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei LRM KELM 47 13 0 23 Oct 2023
Text Fact Transfer Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 30 0 0 23 Oct 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination Moshe Berchansky Peter Izsak Avi Caciularu Ido Dagan Moshe Wasserblat RALM 52 12 0 20 Oct 2023