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 / 545 papers shown

Title
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
Improving Unsupervised Question Answering via Summarization-Informed Question Generation Chenyang Lyu Lifeng Shang Yvette Graham Jennifer Foster Xin Jiang Qun Liu 21 44 0 16 Sep 2021
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability Francesco Sovrano F. Vitali 34 30 0 11 Sep 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 151 35 0 11 Sep 2021
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections Jiexin Wang Adam Jatowt Masatoshi Yoshikawa 33 33 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
Knowledge Graph Question Answering via SPARQL Silhouette Generation Sukannya Purkayastha Saswati Dana Dinesh Garg Dinesh Khandelwal G P Shrivatsa Bhargav 33 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 35 3,567 0 03 Sep 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-Hong Wu Haifeng Wang Ji-Rong Wen 128 91 0 13 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
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 26 5 0 19 Jul 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints Yuxiang Wu Pasquale Minervini Pontus Stenetorp Sebastian Riedel 19 5 0 05 Jul 2021
Weakly Supervised Pre-Training for Multi-Hop Retriever Yeon Seonwoo Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice H. Oh RALM 16 8 0 18 Jun 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 18 28 0 15 Jun 2021
Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA? Cunxiang Wang Pai Liu Yue Zhang RALM 22 80 0 03 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 48 88 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 11 36 0 02 Jun 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 31 279 0 07 May 2021
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 35 46 0 05 May 2021
When to Foldém: How to answer Unanswerable questions Marshall Ho Zhipeng Zhou J. He 28 2 0 01 May 2021
InfographicVQA Minesh Mathew Viraj Bagal Rubèn Pérez Tito Dimosthenis Karatzas Ernest Valveny C. V. Jawahar 27 206 0 26 Apr 2021
Efficient Retrieval Optimized Multi-task Learning He Fun S. Gandhi Sujith Ravi RALM 18 6 0 20 Apr 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 38 2,176 0 20 Apr 2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data Vivek Krishnamurthy Thuy Vu Alessandro Moschitti 19 1 0 18 Apr 2021
Can NLI Models Verify QA Systems' Predictions? Jifan Chen Eunsol Choi Greg Durrett 23 54 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 50 474 0 16 Apr 2021
Towards Robust Neural Retrieval Models with Synthetic Pre-Training Revanth Reddy Gangi Reddy Vikas Yadav Md Arafat Sultan M. Franz Vittorio Castelli Heng Ji Avirup Sil 18 14 0 15 Apr 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph Jiaxin Shi S. Cao Lei Hou Juan-Zi Li Hanwang Zhang GNN 31 104 0 15 Apr 2021
Quiz-Style Question Generation for News Stories Á. Lelkes Vinh Q. Tran Cong Yu 35 42 0 18 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 34 228 0 13 Feb 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 23 95 0 10 Feb 2021
Mind the Gap: Assessing Temporal Generalization in Neural Language Models Angeliki Lazaridou A. Kuncoro E. Gribovskaya Devang Agrawal Adam Liska ... Sebastian Ruder Dani Yogatama Kris Cao Susannah Young Phil Blunsom VLM 35 207 0 03 Feb 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 33 266 0 26 Jan 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 25 49 0 25 Jan 2021
Transformer-Based Models for Question Answering on COVID19 Hillary Ngai Yoona Park John Chen Mahboobeh Parsapoor OOD 11 21 0 16 Jan 2021
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity W. Fedus Barret Zoph Noam M. Shazeer MoE 11 2,075 0 11 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
Few-Shot Question Answering by Pretraining Span Selection Ori Ram Yuval Kirstain Jonathan Berant Amir Globerson Omer Levy 27 97 0 02 Jan 2021
Studying Strategically: Learning to Mask for Closed-book QA Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa OffRL 19 11 0 31 Dec 2020
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer Siyu Ding Junyuan Shang Shuohuan Wang Yu Sun Hao Tian Hua-Hong Wu Haifeng Wang 71 52 0 31 Dec 2020
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Yujia Qin Yankai Lin Ryuichi Takanobu Zhiyuan Liu Peng Li Heng Ji Minlie Huang Maosong Sun Jie Zhou 55 125 0 30 Dec 2020
Dialogue Graph Modeling for Conversational Machine Reading Siru Ouyang Zhuosheng Zhang Hai Zhao 34 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 M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 211 87 0 29 Dec 2020
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 21 115 0 23 Dec 2020
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction Yifan Gao Henghui Zhu Patrick K. L. Ng Cicero Nogueira dos Santos Zhiguo Wang Feng Nan Dejiao Zhang Ramesh Nallapati Andrew O. Arnold Bing Xiang 12 22 0 26 Nov 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 16 57 0 10 Nov 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 64 52 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 191 55 0 23 Oct 2020