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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

9 May 2017

Luke Zettlemoyer

Papers citing "TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension"

50 / 1,823 papers shown

Title
Training Compute-Optimal Large Language Models Jordan Hoffmann Sebastian Borgeaud A. Mensch Elena Buchatskaya Trevor Cai ... Karen Simonyan Erich Elsen Jack W. Rae Oriol Vinyals Laurent Sifre AI4TS 217 1,993 0 29 Mar 2022
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Lite Unified Modeling for Discriminative Reading Comprehension Yilin Zhao Hai Zhao Libin Shen Yinggong Zhao 91 2 0 26 Mar 2022
UKP-SQUARE: An Online Platform for Question Answering Research Tim Baumgärtner Kexin Wang Rachneet Sachdeva Max Eichler Gregor Geigle ... Leonardo F. R. Ribeiro Jonas Pfeiffer Nils Reimers Gözde Gül Sahin Iryna Gurevych 57 7 0 25 Mar 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion Kurt Shuster M. Komeili Leonard Adolphs Stephen Roller Arthur Szlam Jason Weston KELM 110 129 0 24 Mar 2022
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention Yang Liu Jiaxiang Liu L. Chen Yuxiang Lu Shi Feng Zhida Feng Yu Sun Hao Tian Huancheng Wu Hai-feng Wang 72 10 0 23 Mar 2022
VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension Kiet Van Nguyen Son Quoc Tran Luan Thanh Nguyen Tin Van Huynh Son T. Luu Ngan Luu-Thuy Nguyen 89 12 0 22 Mar 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 321 267 0 21 Mar 2022
Calibration of Machine Reading Systems at Scale Shehzaad Dhuliawala Leonard Adolphs Rajarshi Das Mrinmaya Sachan 82 12 0 20 Mar 2022
Clickbait Spoiling via Question Answering and Passage Retrieval Matthias Hagen Maik Fröbe Artur Jurk Martin Potthast 92 35 0 19 Mar 2022
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine Yifu Qiu Hongyu Li Yingqi Qu Ying-Cong Chen Qiaoqiao She Jing Liu Hua Wu Haifeng Wang RALM 108 17 0 19 Mar 2022
Simulating Bandit Learning from User Feedback for Extractive Question Answering Ge Gao Eunsol Choi Yoav Artzi 85 14 0 18 Mar 2022
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References Xiang Yue Xiaoman Pan Wenlin Yao Dian Yu Dong Yu Jianshu Chen RALM LRM 70 6 0 16 Mar 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan RALM 3DV AI4TS 67 63 0 16 Mar 2022
Hyperdecoders: Instance-specific decoders for multi-task NLP Hamish Ivison Matthew E. Peters AI4CE 119 22 0 15 Mar 2022
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 55 12 0 15 Mar 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering Jiawei Zhou Xiaoguang Li Lifeng Shang Lan Luo Ke Zhan ... Bo Zhao Fan Yu Xin Jiang Qun Liu Lei Chen 82 20 0 14 Mar 2022
A Proposal to Study "Is High Quality Data All We Need?" Swaroop Mishra Anjana Arunkumar 44 3 0 12 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu Daya Guo Nan Duan Julian McAuley RALM VLM 81 49 0 11 Mar 2022
Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan 94 77 0 11 Mar 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading Jane Polak Scowcroft Xiaoguang Li Jindi Zhang Lifeng Shang Xin Jiang Qun Liu Pascale Fung HILM 73 61 0 01 Mar 2022
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings Neeraj Varshney Swaroop Mishra Chitta Baral 107 56 0 01 Mar 2022
Improving Lexical Embeddings for Robust Question Answering Weiwen Xu Bowei Zou Wai Lam Ai Ti Aw OOD AAML 55 1 0 28 Feb 2022
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models Daniel Gao Yantao Jia Lei Li Chengzhen Fu Zhicheng Dou Hao Jiang Xinyu Zhang Lei Chen Bo Zhao KELM 74 8 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 87 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 36 2 0 25 Feb 2022
Transformer Quality in Linear Time Weizhe Hua Zihang Dai Hanxiao Liu Quoc V. Le 147 233 0 21 Feb 2022
ST-MoE: Designing Stable and Transferable Sparse Expert Models Barret Zoph Irwan Bello Sameer Kumar Nan Du Yanping Huang J. Dean Noam M. Shazeer W. Fedus MoE 229 205 0 17 Feb 2022
A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models Da Yin Li Dong Hao Cheng Xiaodong Liu Kai-Wei Chang Furu Wei Jianfeng Gao KELM 81 34 0 17 Feb 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 67 30 0 16 Feb 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 85 27 0 15 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
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? Jiawen Zhang Abhijit Mishra Avinesh P.V.S Siddharth Patwardhan Sachin Agarwal 75 0 0 09 Feb 2022
When Do Flat Minima Optimizers Work? Jean Kaddour Linqing Liu Ricardo M. A. Silva Matt J. Kusner ODL 142 65 0 01 Feb 2022
Active Learning Over Multiple Domains in Natural Language Tasks Shayne Longpre Julia Reisler E. G. Huang Yi Lu Andrew J. Frank Nikhil Ramesh Chris DuBois OOD 104 13 0 01 Feb 2022
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model Shaden Smith M. Patwary Brandon Norick P. LeGresley Samyam Rajbhandari ... Mohammad Shoeybi Yuxiong He Michael Houston Saurabh Tiwary Bryan Catanzaro MoE 171 745 0 28 Jan 2022
An Automated Question-Answering Framework Based on Evolution Algorithm Sinan Tan Hui Xue Qiyu Ren Huaping Liu Jing Bai 47 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 401 446 0 24 Jan 2022
Improving Biomedical Information Retrieval with Neural Retrievers Man Luo Arindam Mitra Tejas Gokhale Chitta Baral 82 35 0 19 Jan 2022
In Situ Answer Sentence Selection at Web-scale Zeyu Zhang Thuy Vu Alessandro Moschitti 82 4 0 16 Jan 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain QA Wanjun Zhong Junjie Huang Qianchu Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan LMTD ReLM LRM 74 12 0 15 Jan 2022
DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale Samyam Rajbhandari Conglong Li Z. Yao Minjia Zhang Reza Yazdani Aminabadi A. A. Awan Jeff Rasley Yuxiong He 153 309 0 14 Jan 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 175 153 0 14 Jan 2022
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation Yuyan Chen Yanghua Xiao Bang Liu 80 17 0 13 Jan 2022
Multi Document Reading Comprehension Avi Chawla 96 0 0 05 Jan 2022
WebGPT: Browser-assisted question-answering with human feedback Reiichiro Nakano Jacob Hilton S. Balaji Jeff Wu Ouyang Long ... Gretchen Krueger Kevin Button Matthew Knight B. Chess John Schulman ALM RALM 202 1,299 0 17 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 303 929 0 16 Dec 2021
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 93 48 0 16 Dec 2021
QuALITY: Question Answering with Long Input Texts, Yes! Richard Yuanzhe Pang Alicia Parrish Nitish Joshi Nikita Nangia Jason Phang ... Vishakh Padmakumar Johnny Ma Jana Thompson He He Sam Bowman RALM 94 156 0 16 Dec 2021
Block-Skim: Efficient Question Answering for Transformer Yue Guan Zhengyi Li Jingwen Leng Zhouhan Lin Minyi Guo Yuhao Zhu 87 32 0 16 Dec 2021