v1v2 (latest)

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
Multi-Hop Fact Checking of Political Claims W. Ostrowski Arnav Arora Pepa Atanasova Isabelle Augenstein LRM 99 43 0 10 Sep 2020
Rethinking the Objectives of Extractive Question Answering Martin Fajcik Josef Jon Pavel Smrz 99 12 0 28 Aug 2020
Relation/Entity-Centric Reading Comprehension Takeshi Onishi 30 0 0 27 Aug 2020
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets Patrick Lewis Pontus Stenetorp Sebastian Riedel OOD ELM 157 187 0 06 Aug 2020
Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering Ye Liu Shaika Chowdhury Chenwei Zhang Cornelia Caragea Philip S. Yu 77 13 0 06 Aug 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 113 161 0 30 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 619 2,111 0 28 Jul 2020
LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning Jian Liu Leyang Cui Hanmeng Liu Dandan Huang Yile Wang Yue Zhang RALM 141 382 0 16 Jul 2020
Fine-Tune Longformer for Jointly Predicting Rumor Stance and Veracity Anant Khandelwal 77 22 0 15 Jul 2020
Less is More: Rejecting Unreliable Reviews for Product Question Answering Shiwei Zhang Xiuzhen Zhang Jey Han Lau Jeffrey Chan Cécile Paris 69 11 0 09 Jul 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 162 1,191 0 02 Jul 2020
Project PIAF: Building a Native French Question-Answering Dataset Rachel Keraron Guillaume Lancrenon M. Bras Frédéric Allary Gilles Moyse Thomas Scialom Edmundo-Pavel Soriano-Morales Jacopo Staiano 55 21 0 02 Jul 2020
Relevance-guided Supervision for OpenQA with ColBERT Omar Khattab Christopher Potts Matei A. Zaharia RALM 81 100 0 01 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 162 1,241 0 01 Jul 2020
DocVQA: A Dataset for VQA on Document Images Minesh Mathew Dimosthenis Karatzas C. V. Jawahar 172 748 0 01 Jul 2020
Knowledge-Aware Language Model Pretraining Corby Rosset Chenyan Xiong M. Phan Xia Song Paul N. Bennett Saurabh Tiwary KELM 94 83 0 29 Jun 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 114 101 0 21 Jun 2020
Selective Question Answering under Domain Shift Amita Kamath Robin Jia Percy Liang OOD 61 214 0 16 Jun 2020
Foreseeing the Benefits of Incidental Supervision Hangfeng He Mingyuan Zhang Qiang Ning Dan Roth 70 11 0 09 Jun 2020
Knowledge-Aided Open-Domain Question Answering Mantong Zhou Zhouxing Shi Minlie Huang Xiaoyan Zhu RALM 55 14 0 09 Jun 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 135 123 0 31 May 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 86 18 0 29 May 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.2K 42,750 0 28 May 2020
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs Dong Bok Lee Seanie Lee Woo Tae Jeong Donghwan Kim Sung Ju Hwang 75 71 0 28 May 2020
Open-Retrieval Conversational Question Answering Chen Qu Liu Yang Cen Chen Minghui Qiu W. Bruce Croft Mohit Iyyer RALM 85 175 0 22 May 2020
RuBQ: A Russian Dataset for Question Answering over Wikidata Vladislav Korablinov Pavel Braslavski RALM 67 26 0 21 May 2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong Yelong Shen Dian Yu Jianshu Chen Dong Yu 85 43 0 16 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 115 63 0 13 May 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension Bo Zheng Haoyang Wen Yaobo Liang Nan Duan Wanxiang Che Daxin Jiang Ming Zhou Ting Liu 83 47 0 12 May 2020
Harvesting and Refining Question-Answer Pairs for Unsupervised QA Zhongli Li Wenhui Wang Li Dong Furu Wei Ke Xu 73 40 0 06 May 2020
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models Mandy Guo Yinfei Yang Daniel Cer Qinlan Shen Noah Constant LRM 79 48 0 05 May 2020
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng Ming-Wei Chang Kenton Lee Kristina Toutanova 106 22 0 05 May 2020
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management Jane Polak Scowcroft Yan Xu Tiezheng Yu Farhad Bin Siddique Elham J. Barezi Pascale Fung RALM 51 31 0 04 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 118 65 0 04 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 122 58 0 02 May 2020
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset Xiang Yue Bernal Jimenez Gutierrez Huan Sun 126 49 0 01 May 2020
Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks Winston Wu Dustin L. Arendt Svitlana Volkova AAML 65 5 0 01 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering Wenhan Xiong Hong Wang Wenjie Wang RALM 93 17 0 30 Apr 2020
STARC: Structured Annotations for Reading Comprehension Yevgeni Berzak J. Malmaud R. Levy 65 24 0 30 Apr 2020
Look at the First Sentence: Position Bias in Question Answering Miyoung Ko Jinhyuk Lee Hyunjae Kim Gangwoo Kim Jaewoo Kang FaML OOD 80 100 0 30 Apr 2020
The Effect of Natural Distribution Shift on Question Answering Models John Miller K. Krauth Benjamin Recht Ludwig Schmidt OOD 105 145 0 29 Apr 2020
SubjQA: A Dataset for Subjectivity and Review Comprehension Johannes Bjerva Nikita Bhutani Behzad Golshan W. Tan Isabelle Augenstein 71 43 0 29 Apr 2020
Conversations with Search Engines: SERP-based Conversational Response Generation Fajie Yuan Zhumin Chen Zhaochun Ren Evangelos Kanoulas Christof Monz Maarten de Rijke 52 33 0 29 Apr 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension Fei Yuan Linjun Shou X. Bai Ming Gong Yaobo Liang Nan Duan Yan Fu Daxin Jiang 88 23 0 29 Apr 2020
Event Extraction by Answering (Almost) Natural Questions Xinya Du Claire Cardie 87 418 0 28 Apr 2020
Semantics-Aware Inferential Network for Natural Language Understanding Shuailiang Zhang Hai Zhao Junru Zhou LRM 71 4 0 28 Apr 2020
Contextualized Representations Using Textual Encyclopedic Knowledge Mandar Joshi Kenton Lee Yi Luan Kristina Toutanova 136 31 0 24 Apr 2020
AmbigQA: Answering Ambiguous Open-domain Questions Sewon Min Julian Michael Hannaneh Hajishirzi Luke Zettlemoyer 142 319 0 22 Apr 2020
Answer Generation through Unified Memories over Multiple Passages M. Nakatsuji Sohei Okui RALM 47 3 0 22 Apr 2020
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Akari Asai Hannaneh Hajishirzi NAI 104 117 0 21 Apr 2020