Title
Read before Generate! Faithful Long Form Question Answering with Machine Reading Dan Su Xiaoguang Li Jindi Zhang Lifeng Shang Xin Jiang Qun Liu Pascale Fung HILM 73 61 0 01 Mar 2022
PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems Zhengyun Zhao Qiao Jin Fangyuan Chen Tuorui Peng Sheng Yu PINN 62 32 0 28 Feb 2022
A Mutually Reinforced Framework for Pretrained Sentence Embeddings Junhan Yang Zheng Liu Shitao Xiao Jianxun Lian Lijun Wu Defu Lian Guangzhong Sun Xing Xie SSL 46 2 0 28 Feb 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Maria Mahbub Sudarshan Srinivasan Edmon Begoli Gregory D. Peterson 79 11 0 26 Feb 2022
Deep Understanding based Multi-Document Machine Reading Comprehension Feiliang Ren Yongkang Liu Bochao Li Zhibo Wang Yu Guo Shilei Liu Huimin Wu Jiaqi Wang Chunchao Liu Bingchao Wang 32 2 0 25 Feb 2022
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training Shengyao Zhuang Guido Zuccon OffRL 74 6 0 25 Feb 2022
VaccineLies: A Natural Language Resource for Learning to Recognize Misinformation about the COVID-19 and HPV Vaccines Maxwell Weinzierl S. Harabagiu 109 11 0 18 Feb 2022
SGPT: GPT Sentence Embeddings for Semantic Search Niklas Muennighoff RALM 183 190 0 17 Feb 2022
Semantic-Oriented Unlabeled Priming for Large-Scale Language Models Yanchen Liu Timo Schick Hinrich Schütze VLM 69 15 0 12 Feb 2022
InPars: Data Augmentation for Information Retrieval using Large Language Models L. Bonifacio Hugo Queiroz Abonizio Marzieh Fadaee Rodrigo Nogueira VLM RALM 91 62 0 10 Feb 2022
FedQAS: Privacy-aware machine reading comprehension with federated learning Addi Ait-Mlouk Sadi Alawadi Salman Toor Andreas Hellander 62 11 0 09 Feb 2022
Integrating question answering and text-to-SQL in Portuguese M. M. José M. A. José Denis Deratani Mauá Fabio Gagliardi Cozman LMTD 45 4 0 08 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 296 2,479 0 08 Feb 2022
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean André F. A. Paschoal Paulo Pirozelli Valdinei Freire K. V. Delgado S. M. Peres ... Flávio Nakasato A. Oliveira A. Brandão A. H. R. Costa Fabio Gagliardi Cozman RALM 49 11 0 04 Feb 2022
JaQuAD: Japanese Question Answering Dataset for Machine Reading Comprehension ByungHoon So Kyuhong Byun Kyungwon Kang Seongjin Cho RALM 76 9 0 03 Feb 2022
An Automated Question-Answering Framework Based on Evolution Algorithm Sinan Tan Hui Xue Qiyu Ren Huaping Liu Jing Bai 42 0 0 26 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 394 444 0 24 Jan 2022
HC4: A New Suite of Test Collections for Ad Hoc CLIR Dawn J Lawrie J. Mayfield Douglas W. Oard Eugene Yang VLM AILaw 87 30 0 24 Jan 2022
Unified Question Generation with Continual Lifelong Learning Wei Yuan Hongzhi Yin Tieke He Tong Chen Qiufeng Wang Li-zhen Cui 98 11 0 24 Jan 2022
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models Suraj Nair Eugene Yang Dawn J Lawrie Kevin Duh Paul McNamee Kenton W. Murray J. Mayfield Douglas W. Oard RALM 75 46 0 20 Jan 2022
Continual Learning of Long Topic Sequences in Neural Information Retrieval Thomas Gerald Laure Soulier CLL 75 6 0 10 Jan 2022
Multi Document Reading Comprehension Avi Chawla 91 0 0 05 Jan 2022
Establishing Strong Baselines for TripClick Health Retrieval Sebastian Hofstatter Sophia Althammer Mete Sertkan Allan Hanbury MedIm 89 12 0 02 Jan 2022
The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets Nuggets Maxwell Weinzierl 83 3 0 28 Dec 2021
HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling Shen Gao Yuchi Zhang Yongliang Wang Yang Dong Preslav Nakov Dongyan Zhao Rui Yan 98 10 0 27 Dec 2021
Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling Yang Deng Yaliang Li Wenxuan Zhang Bolin Ding W. Lam 85 36 0 27 Dec 2021
A Survey of Natural Language Generation Chenhe Dong Hai-Tao Zheng Haifan Gong Mengzhao Chen Junxin Li Ying Shen Min Yang 3DV 85 45 0 22 Dec 2021
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 89 38 0 21 Dec 2021
Learning with Label Noise for Image Retrieval by Selecting Interactions Sarah Ibrahimi Arnaud Sors Rafael Sampaio de Rezende Stéphane Clinchant NoLa VLM 79 16 0 20 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 274 928 0 16 Dec 2021
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 84 8 0 16 Dec 2021
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning Zeqiu Wu Yi Luan Hannah Rashkin David Reitter Hannaneh Hajishirzi Mari Ostendorf Gaurav Singh Tomar LRM 77 78 0 16 Dec 2021
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 172 464 0 15 Dec 2021
Do Answers to Boolean Questions Need Explanations? Yes Sara Rosenthal Mihaela A. Bornea Avirup Sil Radu Florian Scott McCarley 60 4 0 14 Dec 2021
Boosted Dense Retriever Patrick Lewis Barlas Oğuz Wenhan Xiong Fabio Petroni Wen-tau Yih Sebastian Riedel MDE 50 17 0 14 Dec 2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 168 157 0 14 Dec 2021
Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study Weijia Zhang Svitlana Vakulenko Thilina C. Rajapakse Yumo Xu Evangelos Kanoulas RALM 61 6 0 14 Dec 2021
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Vishwajeet Kumar Yash Gupta Saneem A. Chemmengath Jaydeep Sen Soumen Chakrabarti Samarth Bharadwaj FeiFei Pan RALM LMTD 79 10 0 14 Dec 2021
Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension Shusheng Xu Yichen Liu Xiaoyuan Yi Siyuan Zhou Huizi Li Yi Wu ELM 56 3 0 13 Dec 2021
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval Thibault Formal Benjamin Piwowarski Stéphane Clinchant 41 21 0 10 Dec 2021
VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction Dan Li Yang Yang Hongyin Tang Jingang Wang Tong Xu Wei Wu Enhong Chen 64 9 0 08 Dec 2021
Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices Hariom A. Pandya Brijesh S. Bhatt 85 27 0 07 Dec 2021
Siamese BERT-based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset M. Kocián Jakub Náplava Daniel Stancl V. Kadlec 44 18 0 03 Dec 2021
MultiVerS: Improving scientific claim verification with weak supervision and full-document context David Wadden Bertie Vidgen Lucy Lu Wang Dirk Hovy J. Pierrehumbert Hannaneh Hajishirzi 114 164 0 02 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 140 417 0 02 Dec 2021
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning V. Aribandi Yi Tay Tal Schuster J. Rao H. Zheng ... Jianmo Ni Jai Gupta Kai Hui Sebastian Ruder Donald Metzler MoE 125 216 0 22 Nov 2021
Quality and Cost Trade-offs in Passage Re-ranking Task P. Podberezko V. Mitskevich Raman Makouski P. Goncharov Andrei Khobnia Nikolay A Bushkov Marina Chernyshevich 31 0 0 18 Nov 2021
Achieving Human Parity on Visual Question Answering Ming Yan Haiyang Xu Chenliang Li Junfeng Tian Bin Bi ... Ji Zhang Songfang Huang Fei Huang Luo Si Rong Jin 52 13 0 17 Nov 2021
ICDAR 2021 Competition on Document VisualQuestion Answering Rubèn Pérez Tito Minesh Mathew C. V. Jawahar Ernest Valveny Dimosthenis Karatzas 86 23 0 10 Nov 2021
UQuAD1.0: Development of an Urdu Question Answering Training Data for Machine Reading Comprehension S. Kazi S. Khoja 26 13 0 02 Nov 2021