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 / 611 papers shown

Title
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 30 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 47 284 0 14 Jan 2022
Multi Document Reading Comprehension Avi Chawla 30 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 111 1,207 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 38 813 0 16 Dec 2021
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 23 45 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 30 141 0 16 Dec 2021
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 31 307 0 15 Dec 2021
Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension Shusheng Xu Yichen Liu Xiaoyuan Yi Siyuan Zhou Huizi Li Yi Wu ELM 31 3 0 13 Dec 2021
Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices Hariom A. Pandya Brijesh S. Bhatt 40 27 0 07 Dec 2021
MetaQA: Combining Expert Agents for Multi-Skill Question Answering Haritz Puerto Gözde Gül Sahin Iryna Gurevych LLMAG 33 20 0 03 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 39 385 0 02 Dec 2021
Action based Network for Conversation Question Reformulation Zheyu Ye Jiang Liu Qian Yu Jianxun Ju 24 0 0 29 Nov 2021
Zero-Shot Open-Book Question Answering Sia Gholami M. Noori RALM 16 10 0 22 Nov 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 28 0 0 10 Nov 2021
ICDAR 2021 Competition on Document VisualQuestion Answering Rubèn Pérez Tito Minesh Mathew C. V. Jawahar Ernest Valveny Dimosthenis Karatzas 38 23 0 10 Nov 2021
An Explanation of In-context Learning as Implicit Bayesian Inference Sang Michael Xie Aditi Raghunathan Percy Liang Tengyu Ma ReLM BDL VPVLM LRM 79 695 0 03 Nov 2021
Sharpness-Aware Minimization Improves Language Model Generalization Dara Bahri H. Mobahi Yi Tay 133 98 0 16 Oct 2021
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 72 43 0 14 Oct 2021
Can Explanations Be Useful for Calibrating Black Box Models? Xi Ye Greg Durrett FAtt 24 25 0 14 Oct 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains Sharon Levy Kevin Mo Wenhan Xiong Wei Wang OOD LRM 43 12 0 13 Oct 2021
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 58 68 0 13 Oct 2021
Attention-guided Generative Models for Extractive Question Answering Peng Xu Davis Liang Zhiheng Huang Bing Xiang 38 18 0 12 Oct 2021
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Fei Sha William W. Cohen RALM 29 46 0 12 Oct 2021
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation Chen Zhao Chenyan Xiong Jordan L. Boyd-Graber Hal Daumé RALM 29 8 0 10 Oct 2021
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Yong-Jin Liu Yazheng Yang 22 6 0 10 Oct 2021
A Framework for Rationale Extraction for Deep QA models Sahana Ramnath Preksha Nema Deep Sahni Mitesh M. Khapra AAML FAtt 22 0 0 09 Oct 2021
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering Donghan Yu Chenguang Zhu Yuwei Fang Wenhao Yu Shuohang Wang Yichong Xu Xiang Ren Yiming Yang Michael Zeng 27 88 0 08 Oct 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 233 151 0 07 Oct 2021
COVIDRead: A Large-scale Question Answering Dataset on COVID-19 Tanik Saikh Sovan Kumar Sahoo Asif Ekbal P. Bhattacharyya 27 5 0 05 Oct 2021
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 26 12 0 05 Oct 2021
Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering Minghan Li Jimmy J. Lin AI4CE 27 9 0 04 Oct 2021
Perhaps PTLMs Should Go to School -- A Task to Assess Open Book and Closed Book QA Manuel R. Ciosici Joe Cecil Alex Hedges Dong-Ho Lee Marjorie Freedman R. Weischedel 30 9 0 04 Oct 2021
Single-dataset Experts for Multi-dataset Question Answering Dan Friedman Ben Dodge Danqi Chen MoMe 134 26 0 28 Sep 2021
FQuAD2.0: French Question Answering and knowing that you know nothing Quentin Heinrich Gautier Viaud Wacim Belblidia 11 8 0 27 Sep 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 93 10 0 25 Sep 2021
SD-QA: Spoken Dialectal Question Answering for the Real World Fahim Faisal Sharlina Keshava ibn Alam Antonios Anastasopoulos 114 29 0 24 Sep 2021
Towards Universal Dense Retrieval for Open-domain Question Answering Christopher Sciavolino RALM 10 1 0 23 Sep 2021
Simple Entity-Centric Questions Challenge Dense Retrievers Christopher Sciavolino Zexuan Zhong Jinhyuk Lee Danqi Chen RALM 27 160 0 17 Sep 2021
Phrase Retrieval Learns Passage Retrieval, Too Jinhyuk Lee Alexander Wettig Danqi Chen RALM DML 30 46 0 16 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 37 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 35 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 38 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 3,590 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 Wu Haifeng Wang Ji-Rong Wen 130 92 0 13 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 175 330 0 12 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 30 66 0 28 Jul 2021