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
Improving Unsupervised Question Answering via Summarization-Informed Question Generation Chenyang Lyu Lifeng Shang Yvette Graham Jennifer Foster Xin Jiang Qun Liu 66 44 0 16 Sep 2021
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability Francesco Sovrano F. Vitali 74 32 0 11 Sep 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 196 35 0 11 Sep 2021
ReasonBERT: Pre-trained to Reason with Distant Supervision Xiang Deng Yu-Chuan Su Alyssa Lees You Wu Cong Yu Huan Sun ReLM RALM OffRL LRM 88 32 0 10 Sep 2021
RoR: Read-over-Read for Long Document Machine Reading Comprehension Jing Zhao Junwei Bao Yifan Wang Yongwei Zhou Youzheng Wu Xiaodong He Bowen Zhou AIMat 114 24 0 10 Sep 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer Zhaojiang Lin Bing-Quan Liu Andrea Madotto Seungwhan Moon Paul A. Crook ... Zhiguang Wang Zhou Yu Eunjoon Cho R. Subba Pascale Fung 93 74 0 10 Sep 2021
TruthfulQA: Measuring How Models Mimic Human Falsehoods Stephanie C. Lin Jacob Hilton Owain Evans HILM 163 1,956 0 08 Sep 2021
R2-D2: A Modular Baseline for Open-Domain Question Answering Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 72 47 0 08 Sep 2021
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections Jiexin Wang Adam Jatowt Masatoshi Yoshikawa 132 36 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 86 44 0 08 Sep 2021
Knowledge Graph Question Answering via SPARQL Silhouette Generation Sukannya Purkayastha Saswati Dana Dinesh Garg Dinesh Khandelwal G P Shrivatsa Bhargav 58 5 0 06 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 385 3,814 0 03 Sep 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Zhenrui Yue Bernhard Kratzwald Stefan Feuerriegel OOD 68 38 0 31 Aug 2021
Unsupervised Open-Domain Question Answering Pengfei Zhu Xiaoguang Li Jian Li Hai Zhao 34 1 0 31 Aug 2021
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text Soumajit Pramanik Jesujoba Oluwadara Alabi Rishiraj Saha Roy Gerhard Weikum RALM 132 34 0 19 Aug 2021
A Dataset for Answering Time-Sensitive Questions Wenhu Chen Xinyi Wang Wenjie Wang 126 130 0 13 Aug 2021
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models Conglong Li Minjia Zhang Yuxiong He 75 38 0 13 Aug 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval Ruiyang Ren Shangwen Lv Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 212 94 0 13 Aug 2021
How Optimal is Greedy Decoding for Extractive Question Answering? Or Castel Ori Ram Avia Efrat Omer Levy 90 4 0 12 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 301 342 0 12 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 88 11 0 07 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 87 67 0 28 Jul 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 137 170 0 27 Jul 2021
Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision Ning Bian Xianpei Han Bo Chen Hongyu Lin Xianpei Han Le Sun SSL LRM 96 5 0 19 Jul 2021
Automatic Task Requirements Writing Evaluation via Machine Reading Comprehension Shiting Xu Guowei Xu Peilei Jia Wenbiao Ding Zhongqin Wu Zitao Liu 28 1 0 15 Jul 2021
Improving Low-resource Reading Comprehension via Cross-lingual Transposition Rethinking Gaochen Wu Bin Xu Yuxin Qin Fei Kong Bangchang Liu Hongwen Zhao Dejie Chang 134 3 0 11 Jul 2021
An Initial Investigation of Non-Native Spoken Question-Answering V. Raina Mark Gales 66 1 0 09 Jul 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints Yuxiang Wu Pasquale Minervini Pontus Stenetorp Sebastian Riedel 55 5 0 05 Jul 2021
Ensemble Learning-Based Approach for Improving Generalization Capability of Machine Reading Comprehension Systems Razieh Baradaran Hossein Amirkhani 70 16 0 01 Jul 2021
Weakly Supervised Pre-Training for Multi-Hop Retriever Yeon Seonwoo Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice Oh RALM 82 8 0 18 Jun 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 82 29 0 15 Jun 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering Zhihong Shao Lifeng Shang Qun Liu Minlie Huang 43 6 0 14 Jun 2021
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering Devendra Singh Sachan Siva Reddy William L. Hamilton Chris Dyer Dani Yogatama OOD RALM 99 170 0 09 Jun 2021
Cheap and Good? Simple and Effective Data Augmentation for Low Resource Machine Reading Hoang Van Vikas Yadav Mihai Surdeanu RALM 108 10 0 08 Jun 2021
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System Etsuko Ishii Yan Xu Genta Indra Winata Zhaojiang Lin Andrea Madotto Zihan Liu Peng Xu Pascale Fung RALM 71 12 0 07 Jun 2021
Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA? Cunxiang Wang Pai Liu Yue Zhang RALM 104 84 0 03 Jun 2021
Knowing More About Questions Can Help: Improving Calibration in Question Answering Shujian Zhang Chengyue Gong Eunsol Choi UQLM 105 59 0 02 Jun 2021
Database Reasoning Over Text James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy ReLM LMTD AI4TS 70 38 0 02 Jun 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering Ikuya Yamada Akari Asai Hannaneh Hajishirzi MQ 92 82 0 02 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 89 91 0 02 Jun 2021
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study Divyansh Kaushik Douwe Kiela Zachary Chase Lipton Wen-tau Yih AAML 70 35 0 02 Jun 2021
A Multilingual Modeling Method for Span-Extraction Reading Comprehension Gaochen Wu Bin Xu Dejie Chang Bangchang Liu 35 1 0 31 May 2021
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance Jane Polak Scowcroft Tiezheng Yu Pascale Fung 78 28 0 27 May 2021
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference Deming Ye Yankai Lin Yufei Huang Maosong Sun MQ 84 65 0 25 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 123 198 0 20 May 2021
ReadTwice: Reading Very Large Documents with Memories Yury Zemlyanskiy Joshua Ainslie Michiel de Jong Philip Pham Ilya Eckstein Fei Sha AIMat RALM 88 18 0 10 May 2021
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension Haoyang Wen Anthony Ferritto Heng Ji Radu Florian Avirup Sil 35 3 0 07 May 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers Pradeep Dasigi Kyle Lo Iz Beltagy Arman Cohan Noah A. Smith Matt Gardner RALM 137 311 0 07 May 2021
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 103 47 0 05 May 2021
When to Foldém: How to answer Unanswerable questions Marshall Ho Zhipeng Zhou J. He 55 2 0 01 May 2021