Title
mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark Vitor Jeronymo Mauricio Nascimento R. Lotufo Rodrigo Nogueira 76 3 0 27 Sep 2022
PROD: Progressive Distillation for Dense Retrieval Zhenghao Lin Yeyun Gong Xiao Liu Hang Zhang Chen Lin ... Jian Jiao Jing Lu Daxin Jiang Rangan Majumder Nan Duan 131 27 0 27 Sep 2022
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering Georgios Sidiropoulos Svitlana Vakulenko Evangelos Kanoulas RALM 112 8 0 26 Sep 2022
Promptagator: Few-shot Dense Retrieval From 8 Examples Zhuyun Dai Vincent Zhao Ji Ma Yi Luan Jianmo Ni Jing Lu A. Bakalov Kelvin Guu Keith B. Hall Ming-Wei Chang RALM 104 242 0 23 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 70 1 0 17 Sep 2022
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning Nathaniel Weir Peter Clark Benjamin Van Durme ReLM NAI LRM 171 17 0 16 Sep 2022
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored? Jiawen Wu Xinyu Zhang Yutao Zhu Zheng Liu Zikai Guo Zhaoye Fei Ruofei Lai Yongkang Wu Bo Zhao Zhicheng Dou 82 5 0 14 Sep 2022
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models Jiawei Liu Yangyang Kang Di Tang Kaisong Song Changlong Sun Xiaofeng Wang Wei Lu Xiaozhong Liu AAML 116 42 0 14 Sep 2022
Evaluation of Question Answering Systems: Complexity of judging a natural language Amer Farea Zhen Yang Kien Duong Nadeesha Perera F. Emmert-Streib ELM 57 3 0 10 Sep 2022
Neural Approaches to Multilingual Information Retrieval Dawn J Lawrie Eugene Yang Douglas W. Oard J. Mayfield 70 23 0 03 Sep 2022
Isotropic Representation Can Improve Dense Retrieval Euna Jung J. Park Jaekeol Choi Sungyoon Kim Wonjong Rhee OOD 87 5 0 01 Sep 2022
MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition S. Malmasi Anjie Fang B. Fetahu Sudipta Kar Oleg Rokhlenko 104 70 0 30 Aug 2022
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval Kai Zhang Chongyang Tao Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang RALM 74 25 0 29 Aug 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval Zhen-Quan Tang Benyou Wang Ting Yao VLM 61 14 0 24 Aug 2022
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking Yutao Zhu J. Nie Yixuan Su Haonan Chen Xinyu Zhang Zhicheng Dou 57 11 0 22 Aug 2022
ConTextual Masked Auto-Encoder for Dense Passage Retrieval Xing Wu Guangyuan Ma Meng Lin Zijia Lin Zhongyuan Wang Songlin Hu RALM 98 27 0 16 Aug 2022
Continuous Active Learning Using Pretrained Transformers Nima Sadri G. Cormack KELM 54 2 0 15 Aug 2022
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval Zehan Li Nan Yang Liang Wang Furu Wei 77 8 0 08 Aug 2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 126 242 0 05 Aug 2022
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding Bingning Wang Feiya Lv Ting Yao Yiming Yuan Jin Ma Yu Luo Haijin Liang 68 3 0 05 Aug 2022
Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation Alexander H. Liu Samuel J. Yang 92 6 0 30 Jul 2022
Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods Min Sik Oh Min Sang Kim 41 2 0 28 Jul 2022
Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers Weng Lam Tam Xiao Liu Kaixuan Ji Lilong Xue Xing Zhang Yuxiao Dong Jiahua Liu Maodi Hu Jie Tang VPVLM 77 27 0 14 Jul 2022
Re2G: Retrieve, Rerank, Generate Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury Ankita Rajaram Naik Pengshan Cai A. Gliozzo RALM 89 96 0 13 Jul 2022
Topic-Grained Text Representation-based Model for Document Retrieval Mengxue Du Shasha Li Jie Yu Jun Ma Bing Ji Bin Ji Wuhang Lin Zibo Yi 60 2 0 11 Jul 2022
An Efficiency Study for SPLADE Models Carlos Lassance Stéphane Clinchant 95 70 0 08 Jul 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 93 11 0 07 Jul 2022
The Role of Complex NLP in Transformers for Text Ranking? David Rau J. Kamps 58 10 0 06 Jul 2022
Recommendation Systems with Distribution-Free Reliability Guarantees Anastasios Nikolas Angelopoulos K. Krauth Stephen Bates Yixin Wang Michael I. Jordan 150 13 0 04 Jul 2022
Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding Leonid Boytsov David Akinpelu Tianyi Lin Fangwei Gao Yutian Zhao Jeffrey Huang Nipun Katyal Eric Nyberg 176 9 0 04 Jul 2022
An Understanding-Oriented Robust Machine Reading Comprehension Model Feiliang Ren Yongkang Liu Bochao Li Shilei Liu Bingchao Wang Jiaqi Wang Chunchao Liu Qi Ma 60 3 0 01 Jul 2022
Modern Question Answering Datasets and Benchmarks: A Survey Zhen Wang 85 23 0 30 Jun 2022
Extreme compression of sentence-transformer ranker models: faster inference, longer battery life, and less storage on edge devices Amit Chaulwar Lukas Malik Maciej Krajewski Felix Reichel Leif-Nissen Lundbæk M. Huth B. Matejczyk VLM 32 3 0 29 Jun 2022
Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems Sebastian Hofstatter Nick Craswell Bhaskar Mitra Hamed Zamani Allan Hanbury 79 5 0 26 Jun 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 120 24 0 24 Jun 2022
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog Baolin Peng Michel Galley Pengcheng He Chris Brockett Lars Liden E. Nouri Zhou Yu Bill Dolan Jianfeng Gao VLM 95 75 0 22 Jun 2022
Questions Are All You Need to Train a Dense Passage Retriever Devendra Singh Sachan M. Lewis Dani Yogatama Luke Zettlemoyer J. Pineau Manzil Zaheer RALM 132 57 0 21 Jun 2022
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation Shengyao Zhuang Houxing Ren Linjun Shou Jian Pei Ming Gong Guido Zuccon Daxin Jiang 106 68 0 21 Jun 2022
GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions Scott McCarley Mihaela A. Bornea Sara Rosenthal Anthony Ferritto Md Arafat Sultan Avirup Sil Radu Florian 42 1 0 16 Jun 2022
Towards Robust Ranker for Text Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang OOD 82 43 0 16 Jun 2022
Task Transfer and Domain Adaptation for Zero-Shot Question Answering X. Pan Alex Sheng David R Shimshoni Aditya Singhal Sara Rosenthal Avirup Sil 68 4 0 14 Jun 2022
Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search Chandan K. Reddy Lluís Màrquez i Villodre Francisco B. Valero Nikhil S. Rao H. Zaragoza S. Bandyopadhyay Arnab Biswas Anlu Xing Karthik Subbian 80 51 0 14 Jun 2022
Ask to Know More: Generating Counterfactual Explanations for Fake Claims Shih-Chieh Dai Yi-Li Hsu Aiping Xiong Lun-Wei Ku OffRL 50 24 0 10 Jun 2022
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval G. Rosa L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Marzieh Fadaee R. Lotufo Rodrigo Nogueira 101 26 0 06 Jun 2022
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval Xudong Lin Simran Tiwari Shiyuan Huang Manling Li Mike Zheng Shou Heng Ji Shih-Fu Chang 127 21 0 05 Jun 2022
Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task G. Rosa L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio R. Lotufo Rodrigo Nogueira AILaw ELM 100 11 0 30 May 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs S. Amouyal Tomer Wolfson Ohad Rubin Ori Yoran Jonathan Herzig Jonathan Berant RALM VLM 88 27 0 25 May 2022
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models Barry Menglong Yao Aditya Shah Lichao Sun Jin-Hee Cho Lifu Huang MLLM LRM 113 87 0 25 May 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Bo Zhao RALM 278 126 0 24 May 2022
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval Nandan Thakur Nils Reimers Jimmy J. Lin VLM 62 5 0 23 May 2022