Title
Efficient Benchmarking of Language Models Yotam Perlitz Elron Bandel Ariel Gera Ofir Arviv L. Ein-Dor Eyal Shnarch Noam Slonim Michal Shmueli-Scheuer Leshem Choshen ALM 111 28 0 22 Aug 2023
Large Language Models as Zero-Shot Conversational Recommenders Zhankui He Zhouhang Xie Rahul Jha Harald Steck Dawen Liang Yesu Feng Bodhisattwa Prasad Majumder Nathan Kallus Julian McAuley 137 143 0 19 Aug 2023
I3: Intent-Introspective Retrieval Conditioned on Instructions Kaihang Pan Juncheng Li Wenjie Wang Hao Fei Hongye Song Wei Ji Jun Lin Xiaozhong Liu Tat-Seng Chua Siliang Tang 101 6 0 19 Aug 2023
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method Yuansan Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Wei Chen Yixing Fan Xueqi Cheng AAML 77 29 0 19 Aug 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 81 10 0 16 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 176 316 0 14 Aug 2023
Approximating Human-Like Few-shot Learning with GPT-based Compression C.-Y. Huang Yuqing Xie Zhiying Jiang Jimmy J. Lin Ming Li 56 9 0 14 Aug 2023
Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation Ambrose Robinson William Thorne Ben Wu A. Pandor M. Essat Mark Stevenson Xingyi Song ALM LM&MA 55 8 0 12 Aug 2023
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval Mohammad Mahdi Torabi pour Parsa Farinneya Armin Toroghi Anton Korikov Ali Pesaranghader Touqir Sajed Manasa Bharadwaj Borislav Mavrin Scott Sanner 64 10 0 01 Aug 2023
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection Xuanang Chen Xianpei Han Le Sun Yingfei Sun AAML 105 5 0 31 Jul 2023
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech 61 1 0 30 Jul 2023
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval Nandan Thakur Kexin Wang Iryna Gurevych Jimmy J. Lin 54 3 0 19 Jul 2023
IncDSI: Incrementally Updatable Document Retrieval Varsha Kishore Chao-gang Wan Justin Lovelace Yoav Artzi Kilian Q. Weinberger 102 12 0 19 Jul 2023
Teach model to answer questions after comprehending the document Ruiqing Sun Ping Jian FaML 67 0 0 18 Jul 2023
Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models Zhiyuan Peng Xuyang Wu Qifan Wang Yihan Fang VLM RALM 110 12 0 17 Jul 2023
Self-Adaptive Sampling for Efficient Video Question-Answering on Image--Text Models Wei Han Hui Chen MingSung Kan Soujanya Poria 96 1 0 09 Jul 2023
LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias Mario Almagro Emilio Almazán Diego Ortego David Jiménez 72 4 0 06 Jul 2023
Dense Retrieval Adaptation using Target Domain Description Helia Hashemi Yong Zhuang Sachith Sri Ram Kothur Srivas Prasad Edgar Meij W. Bruce Croft VLM 91 9 0 06 Jul 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu ALM 67 11 0 06 Jul 2023
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification Sha Li Ruining Zhao Manling Li Heng Ji Chris Callison-Burch Jiawei Han 106 32 0 05 Jul 2023
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval Qiao Jin Won Kim Qingyu Chen Donald C. Comeau Lana Yeganova John Wilbur Zhiyong Lu LM&MA MedIm 89 117 0 02 Jul 2023
Improving Multitask Retrieval by Promoting Task Specialization Wenzheng Zhang Chenyan Xiong K. Stratos Arnold Overwijk LRM 108 2 0 01 Jul 2023
Learning to Rank in Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li RALM 76 41 0 27 Jun 2023
Resources and Evaluations for Multi-Distribution Dense Information Retrieval Soumya Chatterjee Omar Khattab Simran Arora 124 0 0 21 Jun 2023
Typo-Robust Representation Learning for Dense Retrieval Panuthep Tasawong Wuttikorn Ponwitayarat Peerat Limkonchotiwat Can Udomcharoenchaikit Ekapol Chuangsuwanich Sarana Nutanong OOD 67 4 0 17 Jun 2023
GLIMMER: generalized late-interaction memory reranker Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Sumit Sanghai William W. Cohen Joshua Ainslie RALM 87 5 0 17 Jun 2023
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences Xiao Liu Hanyu Lai Hao Yu Yifan Xu Aohan Zeng Zhengxiao Du Peng Zhang Yuxiao Dong Jie Tang 78 105 0 13 Jun 2023
Improving Opinion-based Question Answering Systems Through Label Error Detection and Overwrite Xiao Yang A. Mohamed Shashank Jain Stanislav Peshterliev Debojeet Chatterjee Hanwen Zha Nikita Bhalla Gagan Aneja Pranab Mohanty 21 0 0 13 Jun 2023
Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard Ehsan Kamalloo Nandan Thakur Carlos Lassance Xueguang Ma Jheng-Hong Yang Jimmy J. Lin 76 15 0 13 Jun 2023
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization Yixia Li Rong Xiang Yanlin Song Jing Li 52 1 0 12 Jun 2023
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems Zhenpeng Su Xing Wu Wei Zhou Guangyuan Ma Songlin 86 3 0 07 Jun 2023
Benchmarking Foundation Models with Language-Model-as-an-Examiner Yushi Bai Jiahao Ying Yixin Cao Xin Lv Yuze He ... Yijia Xiao Haozhe Lyu Jiayin Zhang Juanzi Li Lei Hou ALM ELM 107 149 0 07 Jun 2023
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training Yibin Lei Liang Ding Yu Cao Changtong Zan Andrew Yates Dacheng Tao SSL 65 22 0 05 Jun 2023
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online Efficiency Yuxuan Wang Hong Lyu 73 2 0 05 Jun 2023
Learning to Relate to Previous Turns in Conversational Search Fengran Mo J. Nie Kaiyu Huang Kelong Mao Yutao Zhu Peng Li Yang Liu 103 28 0 05 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives Fedor Moiseev Gustavo Hernández Ábrego Peter Dornbach I. Zitouni Enrique Alfonseca Zhe Dong 64 7 0 05 Jun 2023
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language Konrad Wojtasik Vadim Shishkin Kacper Wolowiec Arkadiusz Janz Maciej Piasecki 70 11 0 31 May 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 70 15 0 29 May 2023
Adapting Learned Sparse Retrieval for Long Documents Thong Nguyen Sean MacAvaney Andrew Yates 53 9 0 29 May 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 95 5 0 27 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 102 69 0 27 May 2023
Scientific Fact-Checking: A Survey of Resources and Approaches Juraj Vladika Florian Matthes HILM 117 51 0 26 May 2023
AlignScore: Evaluating Factual Consistency with a Unified Alignment Function Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu HILM 118 208 0 26 May 2023
Multiview Identifiers Enhanced Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li 74 23 0 26 May 2023
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions Vijay Viswanathan Luyu Gao Tongshuang Wu Pengfei Liu Graham Neubig 94 13 0 26 May 2023
ConvGQR: Generative Query Reformulation for Conversational Search Fengran Mo Kelong Mao Yutao Zhu Yihong Wu Kaiyu Huang J. Nie 125 51 0 25 May 2023
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators Matteo Gabburo Siddhant Garg Rik Koncel-Kedziorski Alessandro Moschitti 75 6 0 24 May 2023
Referral Augmentation for Zero-Shot Information Retrieval Michael Tang Shunyu Yao John Yang Karthik Narasimhan 86 3 0 24 May 2023
Decomposing Complex Queries for Tip-of-the-tongue Retrieval Kevin Lin Kyle Lo Joseph E. Gonzalez Dan Klein ReLM LMTD 49 17 0 24 May 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering Weiqi Wang Tianqing Fang Wenxuan Ding Baixuan Xu Xin Liu Yangqiu Song Antoine Bosselut ReLM LRM 73 43 0 24 May 2023