Title
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 101 1 0 24 May 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations James Y. Huang Wenlin Yao Kaiqiang Song Hongming Zhang Muhao Chen Dong Yu 63 6 0 24 May 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders Livio Baldini Soares D. Gillick Jeremy R. Cole Tom Kwiatkowski 70 1 0 23 May 2023
Dr.ICL: Demonstration-Retrieved In-context Learning Man Luo Xin Xu Zhuyun Dai Panupong Pasupat Mehran Kazemi Chitta Baral Vaiva Imbrasaite Vincent Zhao RALM 118 58 0 23 May 2023
BM25 Query Augmentation Learned End-to-End Xiaoyin Chen Sam Wiseman 57 1 0 23 May 2023
DAPR: A Benchmark on Document-Aware Passage Retrieval Kexin Wang Nils Reimers Iryna Gurevych 104 5 0 23 May 2023
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker Sukmin Cho Soyeong Jeong Jeongyeon Seo Jong C. Park OffRL 119 25 0 23 May 2023
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie RALM 85 3 0 22 May 2023
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers Linyuan Gong Chenyan Xiong Xiaodong Liu Payal Bajaj Yiqing Xie Alvin Cheung Jianfeng Gao Xia Song VLM AI4CE 70 2 0 21 May 2023
VNHSGE: VietNamese High School Graduation Examination Dataset for Large Language Models Dao Xuan-Quy Le Ngoc-Bich Vo The-Duy Phan Xuan-Dung Ngo Bac-Bien Nguyen Van-Tien Nguyen Thi-My-Thanh Nguyen Hong-Phuoc 61 16 0 20 May 2023
Exploring the Viability of Synthetic Query Generation for Relevance Prediction Aditi Chaudhary K. Raman Krishna Srinivasan Kazuma Hashimoto Michael Bendersky Marc Najork 108 10 0 19 May 2023
How Does Generative Retrieval Scale to Millions of Passages? Ronak Pradeep Kai Hui Jai Gupta Á. Lelkes Honglei Zhuang Jimmy J. Lin Donald Metzler Vinh Q. Tran RALM 85 68 0 19 May 2023
ReFIT: Relevance Feedback from a Reranker during Inference R. Reddy Pradeep Dasigi Md Arafat Sultan Arman Cohan Avirup Sil Heng Ji Hannaneh Hajishirzi 52 2 0 19 May 2023
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations Chaitanya Malaviya Peter Shaw Ming-Wei Chang Kenton Lee Kristina Toutanova 124 18 0 19 May 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering Fangkai Yang Pu Zhao Zezhong Wang Lu Wang Jue Zhang Mohit Garg Qingwei Lin Saravan Rajmohan Dongmei Zhang 106 51 0 19 May 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng 105 14 0 18 May 2023
Query Performance Prediction: From Ad-hoc to Conversational Search Chuan Meng Negar Arabzadeh Mohammad Aliannejadi Maarten de Rijke 91 24 0 18 May 2023
Transforming Human-Centered AI Collaboration: Redefining Embodied Agents Capabilities through Interactive Grounded Language Instructions Shrestha Mohanty Negar Arabzadeh Julia Kiseleva Artem Zholus Milagro Teruel Ahmed Hassan Awadallah Yuxuan Sun Kavya Srinet Arthur Szlam LM&Ro 127 13 0 18 May 2023
Hybrid and Collaborative Passage Reranking Zongmeng Zhang Wen-gang Zhou Jiaxin Shi Houqiang Li 53 0 0 16 May 2023
Soft Prompt Decoding for Multilingual Dense Retrieval Zhiqi Huang Hansi Zeng Hamed Zamani James Allan RALM 87 13 0 15 May 2023
MeeQA: Natural Questions in Meeting Transcripts Reut Apel Tom Braude Amir Kantor Eyal Kolman RALM 59 2 0 15 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 100 20 0 12 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 129 6 0 12 May 2023
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages Odunayo Ogundepo T. Gwadabe Clara E. Rivera J. Clark Sebastian Ruder ... Neo Putini Ndumiso Mngoma Priscilla Amuok R. Iro Sonia Adhiambo34 91 16 0 11 May 2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) B. Fetahu Sudipta Kar Zhiyu Zoey Chen Oleg Rokhlenko S. Malmasi 80 56 0 11 May 2023
Evaluating Embedding APIs for Information Retrieval Ehsan Kamalloo Xinyu Crystina Zhang Odunayo Ogundepo Nandan Thakur David Alfonso-Hermelo Mehdi Rezagholizadeh Jimmy J. Lin RALM 114 22 0 10 May 2023
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models Aldo G. Carranza Rezsa Farahani Natalia Ponomareva Alexey Kurakin Matthew Jagielski Milad Nasr SyDa 82 7 0 10 May 2023
Unsupervised Dense Retrieval Training with Web Anchors Yiqing Xie X. Liu Chenyan Xiong RALM 42 3 0 10 May 2023
MAUPQA: Massive Automatically-created Polish Question Answering Dataset Piotr Rybak 76 12 0 09 May 2023
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data Robert Litschko Ekaterina Artemova Barbara Plank 70 5 0 09 May 2023
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition Nishant Yadav Nicholas Monath Manzil Zaheer Andrew McCallum 55 1 0 04 May 2023
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models Shitao Xiao Zheng Liu Yingxia Shao Weidong (Tom) Cai RALM 100 23 0 04 May 2023
USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER Jun-Yu Ma Jia-Chen Gu Jiajun Qi Zhen-Hua Ling Quan Liu Xiaoyi Zhao 73 2 0 04 May 2023
Zero-Shot Listwise Document Reranking with a Large Language Model Xueguang Ma Xinyu Crystina Zhang Ronak Pradeep Jimmy J. Lin 124 58 0 03 May 2023
Towards Imperceptible Document Manipulations against Neural Ranking Models Xuanang Chen Xianpei Han Zheng Ye Le Sun Yingfei Sun AAML 79 17 0 03 May 2023
Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models Junmo Kang Wei Xu Alan Ritter 128 15 0 02 May 2023
Huatuo-26M, a Large-scale Chinese Medical QA Dataset Jianquan Li Xidong Wang Xiangbo Wu Zhiyi Zhang Xiaolong Xu Jie Fu Prayag Tiwari Xiang Wan Benyou Wang LM&MA 160 50 0 02 May 2023
Multivariate Representation Learning for Information Retrieval Hamed Zamani Michael Bendersky DML 57 3 0 27 Apr 2023
Large Language Models are Strong Zero-Shot Retriever Tao Shen Guodong Long Xiubo Geng Chongyang Tao Dinesh Manocha Daxin Jiang RALM KELM 110 36 0 27 Apr 2023
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond Paul Owoicho Ivan Sekulić Mohammad Aliannejadi Jeffrey Stephen Dalton Fabio Crestani 120 34 0 26 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Helen Zhou LM&MA 214 682 0 26 Apr 2023
Explain like I am BM25: Interpreting a Dense Model's Ranked-List with a Sparse Approximation M. Llordes Debasis Ganguly S. Bhatia Chirag Agarwal FAtt 36 6 0 25 Apr 2023
Constructing Tree-based Index for Efficient and Effective Dense Retrieval Haitao Li Qingyao Ai Jingtao Zhan Jiaxin Mao Yu-an Liu Zheng Liu Bo Zhao 99 23 0 24 Apr 2023
A Lightweight Constrained Generation Alternative for Query-focused Summarization Zhichao Xu Daniel Cohen 72 10 0 23 Apr 2023
SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval Haitao Li Qingyao Ai Jia Chen Qian Dong Yueyue Wu Yu-an Liu C. L. Philip Chen Qi Tian AILaw ELM RALM 80 79 0 22 Apr 2023
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Songlin Hu MoE RALM 62 5 0 20 Apr 2023
Automated Mapping of CVE Vulnerability Records to MITRE CWE Weaknesses Ashraf Haddad N. Aaraj Preslav Nakov Septimiu Fabian Mare 41 5 0 13 Apr 2023
Rethinking Dense Retrieval's Few-Shot Ability Si Sun Yi-Wen Lu Shi Yu Xiangyang Li Zhonghua Li Bo Zhao Zhiyuan Liu Deiming Ye Jie Bao 53 0 0 12 Apr 2023
Inference with Reference: Lossless Acceleration of Large Language Models Nan Yang Tao Ge Liang Wang Binxing Jiao Daxin Jiang Linjun Yang Rangan Majumder Furu Wei 88 63 0 10 Apr 2023
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training Daniel Fernando Campos ChengXiang Zhai Alessandro Magnani 80 4 0 06 Apr 2023