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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
A Memory Efficient Baseline for Open Domain Question Answering Gautier Izacard Fabio Petroni Lucas Hosseini Nicola De Cao Sebastian Riedel Edouard Grave MQ 71 44 0 30 Dec 2020
Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA Ana Valeria González Gagan Bansal Angela Fan Robin Jia Yashar Mehdad Srini Iyer AAML 93 24 0 30 Dec 2020
Reducing conversational agents' overconfidence through linguistic calibration Sabrina J. Mielke Arthur Szlam Emily Dinan Y-Lan Boureau 327 171 0 30 Dec 2020
Dialogue Graph Modeling for Conversational Machine Reading Siru Ouyang Zhuosheng Zhang Hai Zhao 109 42 0 29 Dec 2020
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko Michael Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 281 89 0 29 Dec 2020
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 71 5 0 28 Dec 2020
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 76 122 0 23 Dec 2020
RealFormer: Transformer Likes Residual Attention Ruining He Anirudh Ravula Bhargav Kanagal Joshua Ainslie 76 111 0 21 Dec 2020
Adaptive Bi-directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension Nuo Chen Fenglin Liu Chenyu You Peilin Zhou Yuexian Zou 77 31 0 20 Dec 2020
Multilingual Transfer Learning for QA Using Translation as Data Augmentation Mihaela A. Bornea Lin Pan Sara Rosenthal Radu Florian Avirup Sil 52 39 0 10 Dec 2020
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 269 267 0 08 Dec 2020
KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning Bin He Xin Jiang Jinghui Xiao Qun Liu 104 18 0 07 Dec 2020
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training R. Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 75 19 0 02 Dec 2020
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction Yifan Gao Henghui Zhu Patrick Ng Cicero Nogueira dos Santos Zhiguo Wang Feng Nan Dejiao Zhang Ramesh Nallapati Andrew O. Arnold Bing Xiang 52 24 0 26 Nov 2020
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions James Ferguson Matt Gardner Hannaneh Hajishirzi Tushar Khot Pradeep Dasigi RALM 54 55 0 13 Nov 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 104 59 0 10 Nov 2020
Long Range Arena: A Benchmark for Efficient Transformers Yi Tay Mostafa Dehghani Samira Abnar Songlin Yang Dara Bahri Philip Pham J. Rao Liu Yang Sebastian Ruder Donald Metzler 171 731 0 08 Nov 2020
Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources Qianglong Chen Feng Ji Haiqing Chen Yin Zhang KELM RALM 68 29 0 05 Nov 2020
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation Junhao Liu Linjun Shou J. Pei Ming Gong Min Yang Daxin Jiang 72 13 0 27 Oct 2020
Commonsense knowledge adversarial dataset that challenges ELECTRA Gongqi Lin Yuan Miao Xiaoyong Yang Wenwu Ou Li-zhen Cui Wenting Guo Chunyan Miao AAML 33 3 0 25 Oct 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 113 53 0 23 Oct 2020
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 250 57 0 23 Oct 2020
Unsupervised Multiple Choices Question Answering: Start Learning from Basic Knowledge Chi-Liang Liu Hung-yi Lee OffRL SSL 42 4 0 21 Oct 2020
Is Retriever Merely an Approximator of Reader? Sohee Yang Minjoon Seo RALM 90 42 0 21 Oct 2020
RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering Srini Iyer Sewon Min Yashar Mehdad Wen-tau Yih LRM 276 14 0 21 Oct 2020
Open Question Answering over Tables and Text Wenhu Chen Ming-Wei Chang Eva Schlinger Wenjie Wang William W. Cohen LMTD RALM 112 202 0 20 Oct 2020
Towards Interpreting BERT for Reading Comprehension Based QA Sahana Ramnath Preksha Nema Deep Sahni Mitesh M. Khapra 94 30 0 18 Oct 2020
Querent Intent in Multi-Sentence Questions Laurie Burchell Ji-Eun Chi Tom Hosking Nina Markl Bonnie Webber 42 3 0 18 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 397 628 0 13 Oct 2020
SRLGRN: Semantic Role Labeling Graph Reasoning Network Chen Zheng Parisa Kordjamshidi 51 22 0 07 Oct 2020
Learning a Cost-Effective Annotation Policy for Question Answering Bernhard Kratzwald Stefan Feuerriegel Huan Sun OffRL 49 16 0 07 Oct 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases Mingzhu Wu N. Moosavi Andreas Rucklé Iryna Gurevych AI4CE 72 17 0 07 Oct 2020
Efficient Meta Lifelong-Learning with Limited Memory Zirui Wang Sanket Vaibhav Mehta Barnabás Póczós J. Carbonell CLL KELM 81 76 0 06 Oct 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 92 144 0 06 Oct 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning Xiaoxiao Guo Mo Yu Yupeng Gao Chuang Gan Murray Campbell Shiyu Chang 66 31 0 05 Oct 2020
When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised L. Nikolenko P. R. Kalehbasti 65 1 0 04 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 51 37 0 04 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 221 451 0 02 Oct 2020
LiveQA: A Question Answering Dataset over Sports Live Qianying Liu Sicong Jiang Yizhong Wang Sujian Li 63 14 0 01 Oct 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 134 820 0 28 Sep 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 98 87 0 28 Sep 2020
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault Amine Elhattami C. Pal CLL MoE 94 92 0 19 Sep 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 60 1 0 18 Sep 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 127 252 0 17 Sep 2020
Question Directed Graph Attention Network for Numerical Reasoning over Text Kunlong Chen Weidi Xu Xingyi Cheng Zou Xiaochuan Yuyu Zhang Le Song Taifeng Wang Yuan Qi Wei Chu AIMat OOD 85 67 0 16 Sep 2020
Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding Martin Kuo Yaobo Liang Lei Ji Nan Duan Linjun Shou Ming Gong Peng Chen BDL 3DV 16 0 0 16 Sep 2020
Multi-span Style Extraction for Generative Reading Comprehension Junjie Yang Zhuosheng Zhang Hai Zhao SyDa 53 14 0 15 Sep 2020
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 247 1,137 0 14 Sep 2020
Composing Answer from Multi-spans for Reading Comprehension Zhuosheng Zhang Yiqing Zhang Hai Zhao Xi Zhou Xiang Zhou RALM 38 4 0 14 Sep 2020
Towards an Atlas of Cultural Commonsense for Machine Reasoning Anurag Acharya Kartik Talamadupula Mark A. Finlayson LRM 86 32 0 11 Sep 2020