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
ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization Weixin Liu Xuyi Chen Jiaxiang Liu Shi Feng Yu Sun Hao Tian Hua Wu 95 2 0 09 Jan 2023
Universal Information Extraction as Unified Semantic Matching Jie Lou Yaojie Lu Dai Dai Wei Jia Hongyu Lin Xianpei Han Le Sun Hua Wu 82 72 0 09 Jan 2023
Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension Hang Le Viet-Duc Ho Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 72 2 0 01 Jan 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 96 3 0 27 Dec 2022
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 355 2,421 0 26 Dec 2022
Pretraining Without Attention Junxiong Wang J. Yan Albert Gu Alexander M. Rush 96 49 0 20 Dec 2022
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks Suwon Shon Siddhant Arora Chyi-Jiunn Lin Ankita Pasad Felix Wu Roshan S. Sharma Wei Wu Hung-yi Lee Karen Livescu Shinji Watanabe ELM 85 33 0 20 Dec 2022
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering Dheeru Dua Emma Strubell Sameer Singh Pat Verga OOD 98 3 0 20 Dec 2022
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 107 37 0 20 Dec 2022
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering Zhiyong Wu Yaoxiang Wang Jiacheng Ye Lingpeng Kong 136 141 0 20 Dec 2022
Defending Against Disinformation Attacks in Open-Domain Question Answering Orion Weller Aleem Khan Nathaniel Weir Dawn J Lawrie Benjamin Van Durme AAML 163 7 0 20 Dec 2022
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks Kaiser Sun Peng Qi Yuhao Zhang Lan Liu William Yang Wang Zhiheng Huang 85 9 0 19 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 114 102 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 121 303 0 19 Dec 2022
Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers J. Michaelov Benjamin Bergen 44 17 0 16 Dec 2022
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA Junlong Li Jinyuan Wang Zhuosheng Zhang Hai Zhao LRM 97 38 0 16 Dec 2022
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference Michiel de Jong Yury Zemlyanskiy Joshua Ainslie Nicholas FitzGerald Sumit Sanghai Fei Sha William W. Cohen VLM 77 36 0 15 Dec 2022
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models Bernd Bohnet Vinh Q. Tran Pat Verga Roee Aharoni D. Andor ... Michael Collins Dipanjan Das Donald Metzler Slav Petrov Kellie Webster 126 65 0 15 Dec 2022
CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models Lorenz Kuhn Y. Gal Sebastian Farquhar 87 41 0 15 Dec 2022
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning Jiashuo Sun Hang Zhang Chen Lin Nan Duan Yeyun Gong Jian Guo AIMat RALM 78 6 0 14 Dec 2022
Structured Prompting: Scaling In-Context Learning to 1,000 Examples Y. Hao Yutao Sun Li Dong Zhixiong Han Yuxian Gu Furu Wei LRM 66 75 0 13 Dec 2022
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph Jingjing Xu M. Biryukov Martin Theobald V. Venugopal 71 0 0 12 Dec 2022
Momentum Contrastive Pre-training for Question Answering Minda Hu Muzhi Li Yasheng Wang Irwin King 96 3 0 12 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 90 2 0 09 Dec 2022
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Approaches A. Mohammadi Reza Ramezani Ahmad Baraani 65 3 0 08 Dec 2022
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Datasets and Metrics A. Mohammadi Reza Ramezani Ahmad Baraani 80 1 0 08 Dec 2022
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing Conglong Li Z. Yao Xiaoxia Wu Minjia Zhang Connor Holmes Cheng Li Yuxiong He 69 25 0 07 Dec 2022
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field Chengyue Jiang Yong Jiang Weiqi Wu Pengjun Xie Kewei Tu 59 5 0 03 Dec 2022
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 163 51 0 02 Dec 2022
Penalizing Confident Predictions on Largely Perturbed Inputs Does Not Improve Out-of-Distribution Generalization in Question Answering Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD AAML 55 0 0 29 Nov 2022
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 65 12 0 23 Nov 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering Akhil Kedia Mohd Abbas Zaidi Haejun Lee 67 10 0 18 Nov 2022
Random-LTD: Random and Layerwise Token Dropping Brings Efficient Training for Large-scale Transformers Z. Yao Xiaoxia Wu Conglong Li Connor Holmes Minjia Zhang Cheng-rong Li Yuxiong He 87 12 0 17 Nov 2022
Data-Efficient Autoregressive Document Retrieval for Fact Verification James Thorne RALM 70 7 0 17 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 111 98 0 16 Nov 2022
Large Language Models Struggle to Learn Long-Tail Knowledge Nikhil Kandpal H. Deng Adam Roberts Eric Wallace Colin Raffel RALM KELM 166 420 0 15 Nov 2022
Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu Yichong Xu Wenhao Yu Shuohang Wang Ziyi Yang Chenguang Zhu Kai-Wei Chang Yizhou Sun KELM RALM LRM 102 26 0 15 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 90 36 0 15 Nov 2022
Calibrated Interpretation: Confidence Estimation in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme UQLM 164 25 0 14 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 170 138 0 11 Nov 2022
Large Language Models with Controllable Working Memory Daliang Li A. S. Rawat Manzil Zaheer Xin Wang Michal Lukasik Andreas Veit Felix X. Yu Surinder Kumar KELM 146 171 0 09 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 150 6 0 02 Nov 2022
Two-stage LLM Fine-tuning with Less Specialization and More Generalization Yihan Wang Si Si Daliang Li Michal Lukasik Felix X. Yu Cho-Jui Hsieh Inderjit S Dhillon Sanjiv Kumar 137 30 0 01 Nov 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Si Sun Chenyan Xiong Yue Yu Arnold Overwijk Zhiyuan Liu Jie Bao 84 6 0 31 Oct 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Yuxiang Wu Yu Zhao Baotian Hu Pasquale Minervini Pontus Stenetorp Sebastian Riedel RALM KELM 101 45 0 30 Oct 2022
What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao Thomas Wang Daniel Hesslow Lucile Saulnier Stas Bekman ... Lintang Sutawika Jaesung Tae Zheng-Xin Yong Julien Launay Iz Beltagy MoE AI4CE 320 109 0 27 Oct 2022
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack Yu Cao Dianqi Li Meng Fang Dinesh Manocha Jun Gao Yibing Zhan Dacheng Tao AAML 83 17 0 27 Oct 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 81 4 0 26 Oct 2022
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Victor Zhong Weijia Shi Wen-tau Yih Luke Zettlemoyer 106 21 0 25 Oct 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen Michael J.Q. Zhang Eunsol Choi RALM HILM 141 100 0 25 Oct 2022