PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them

13 February 2021

Patrick Lewis

Papers citing "PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them"

50 / 159 papers shown

Title
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts Asahi Ushio Leonardo Neves Vítor Silva Francesco Barbieri Jose Camacho-Collados 25 26 0 07 Oct 2022
BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Heng Yang Ke Li 51 5 0 06 Oct 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text Wenhu Chen Hexiang Hu Xi Chen Pat Verga William W. Cohen RALM 16 143 0 06 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 14 160 0 06 Oct 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 11 223 0 23 Sep 2022
The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory Paulo Pirozelli Ais B. R. Castro Ana Luiza C. de Oliveira A. Oliveira Flávio N. Caccao ... A. H. R. Costa A. Brandão Denis Deratani Mauá Fabio Gagliardi Cozman S. M. Peres 34 2 0 06 Sep 2022
Teacher Guided Training: An Efficient Framework for Knowledge Transfer Manzil Zaheer A. S. Rawat Seungyeon Kim Chong You Himanshu Jain Andreas Veit Rob Fergus Surinder Kumar VLM 18 2 0 14 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 28 20 0 05 Aug 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 36 11 0 07 Jul 2022
QA Is the New KR: Question-Answer Pairs as Knowledge Bases Wenhu Chen William W. Cohen Michiel de Jong Nitish Gupta Alessandro Presta Pat Verga John Wieting 27 7 0 01 Jul 2022
Optimizing Test-Time Query Representations for Dense Retrieval Mujeen Sung Jungsoo Park Jaewoo Kang Danqi Chen Jinhyuk Lee 23 5 0 25 May 2022
Generating Information-Seeking Conversations from Unlabeled Documents Gangwoo Kim Sungdong Kim Kang Min Yoo Jaewoo Kang 23 13 0 25 May 2022
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models Adam Livska Tomávs Kovciský E. Gribovskaya Tayfun Terzi Eren Sezener ... Susannah Young Ellen Gilsenan-McMahon Sophia Austin Phil Blunsom Angeliki Lazaridou KELM 234 90 0 23 May 2022
Two-Step Question Retrieval for Open-Domain QA Yeon Seonwoo Juhee Son Jiho Jin Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice H. Oh RALM LRM 34 5 0 19 May 2022
Dialog Inpainting: Turning Documents into Dialogs Zhuyun Dai Arun Tejasvi Chaganty Vincent Zhao Aida Amini Q. Rashid Mike Green Kelvin Guu 21 63 0 18 May 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 15 34 0 09 May 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 29 10 0 27 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 30 155 0 22 Apr 2022
WikiOmnia: generative QA corpus on the whole Russian Wikipedia D. Pisarevskaya Tatiana Shavrina 16 2 0 17 Apr 2022
Towards Fine-grained Causal Reasoning and QA Linyi Yang Zhen Wang Yuxiang Wu Jie Yang Yue Zhang 41 15 0 15 Apr 2022
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering Wenhu Chen Pat Verga Michiel de Jong John Wieting William W. Cohen RALM KELM 32 26 0 10 Apr 2022
Improved and Efficient Conversational Slot Labeling through Question Answering Gabor Fuisz Ivan Vulić Samuel Gibbons I. Casanueva Paweł Budzianowski 21 11 0 05 Apr 2022
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets Yuxiang Wu Matt Gardner Pontus Stenetorp Pradeep Dasigi 31 67 0 24 Mar 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning Ahmed Masry Do Xuan Long J. Tan Shafiq R. Joty Enamul Hoque AIMat 17 573 0 19 Mar 2022
Reasoning over Public and Private Data in Retrieval-Based Systems Simran Arora Patrick Lewis Angela Fan Jacob Kahn Christopher Ré 23 23 0 14 Mar 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering Jiawei Zhou Xiaoguang Li Lifeng Shang Lan Luo Ke Zhan ... Zhao Cao Fan Yu Xin Jiang Qun Liu Lei Chen 22 20 0 14 Mar 2022
Integrating question answering and text-to-SQL in Portuguese M. M. José M. A. José Denis Deratani Mauá Fabio Gagliardi Cozman LMTD 17 4 0 08 Feb 2022
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants Max Bartolo Tristan Thrush Sebastian Riedel Pontus Stenetorp Robin Jia Douwe Kiela 24 33 0 16 Dec 2021
DG2: Data Augmentation Through Document Grounded Dialogue Generation Qingyang Wu Song Feng Derek Chen Sachindra Joshi Luis A. Lastras Zhou Yu 30 13 0 15 Dec 2021
Boosted Dense Retriever Patrick Lewis Barlas Oğuz Wenhan Xiong Fabio Petroni Wen-tau Yih Sebastian Riedel MDE 20 17 0 14 Dec 2021
Learning to Retrieve Passages without Supervision Ori Ram Gal Shachaf Omer Levy Jonathan Berant Amir Globerson RALM 11 61 0 14 Dec 2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 24 149 0 14 Dec 2021
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks Xizhou Zhu Jinguo Zhu Hao Li Xiaoshi Wu Xiaogang Wang Hongsheng Li Xiaohua Wang Jifeng Dai 56 129 0 02 Dec 2021
DEEPAGÉ: Answering Questions in Portuguese about the Brazilian Environment Flávio N. Caccao M. M. José A. Oliveira Stefano Spindola A. H. R. Costa Fabio Gagliardi Cozman 28 6 0 19 Oct 2021
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models Qinyuan Ye Madian Khabsa M. Lewis Sinong Wang Xiang Ren Aaron Jaech 34 5 0 16 Oct 2021
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training Patrick Huber Armen Aghajanyan Barlas Oğuz Dmytro Okhonko Wen-tau Yih Sonal Gupta Xilun Chen 43 15 0 14 Oct 2021
Retrieval-guided Counterfactual Generation for QA Bhargavi Paranjape Matthew Lamm Ian Tenney 30 31 0 14 Oct 2021
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 56 68 0 13 Oct 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 230 151 0 07 Oct 2021
How BPE Affects Memorization in Transformers Eugene Kharitonov Marco Baroni Dieuwke Hupkes 163 32 0 06 Oct 2021
MFAQ: a Multilingual FAQ Dataset Maxime De Bruyn Ehsan Lotfi Jeska Buhmann Walter Daelemans RALM 42 21 0 27 Sep 2021
Towards Universal Dense Retrieval for Open-domain Question Answering Christopher Sciavolino RALM 8 1 0 23 Sep 2021
Simple Entity-Centric Questions Challenge Dense Retrievers Christopher Sciavolino Zexuan Zhong Jinhyuk Lee Danqi Chen RALM 22 159 0 17 Sep 2021
Highly Parallel Autoregressive Entity Linking with Discriminative Correction Nicola De Cao Wilker Aziz Ivan Titov 39 35 0 08 Sep 2021
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books Bingsheng Yao Dakuo Wang Tongshuang Wu Zheng Zhang Toby Jia-Jun Li Mo Yu Ying Xu AI4Ed 23 43 0 08 Sep 2021
Boosting Search Engines with Interactive Agents Leonard Adolphs Benjamin Boerschinger Christian Buck Michelle Chen Huebscher Massimiliano Ciaramita ... Thomas Hofmann Yannic Kilcher Sascha Rothe Pier Giuseppe Sessa Lierni Sestorain Saralegui LLMAG 26 24 0 01 Sep 2021
Semantic-Based Self-Critical Training For Question Generation Loïc Kwate Dassi Kwate Dassi 22 0 0 26 Aug 2021
Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta Yashar Mehdad RALM 23 66 0 28 Jul 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 18 28 0 15 Jun 2021
BERTnesia: Investigating the capture and forgetting of knowledge in BERT Jonas Wallat Jaspreet Singh Avishek Anand CLL KELM 36 58 0 05 Jun 2021