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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
Bridging the Training-Inference Gap for Dense Phrase Retrieval Gyuwan Kim Jinhyuk Lee Barlas Oğuz Wenhan Xiong Yizhe Zhang Yashar Mehdad William Yang Wang 87 2 0 25 Oct 2022
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation Junru Lu Xingwei Tan Gabriele Pergola Lin Gui Yulan He 98 11 0 24 Oct 2022
K-SAM: Sharpness-Aware Minimization at the Speed of SGD Renkun Ni Ping Yeh-Chiang Jonas Geiping Micah Goldblum A. Wilson Tom Goldstein 64 9 0 23 Oct 2022
Cross-document Event Coreference Search: Task, Dataset and Modeling Alon Eirew Avi Caciularu Ido Dagan 113 12 0 23 Oct 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models Anas Awadalla Mitchell Wortsman Gabriel Ilharco Sewon Min Ian H. Magnusson Hannaneh Hajishirzi Ludwig Schmidt ELM OOD KELM 121 21 0 22 Oct 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 219 15 0 22 Oct 2022
LittleBird: Efficient Faster & Longer Transformer for Question Answering Minchul Lee Kijong Han M. Shin VLM 122 6 0 21 Oct 2022
Diffuser: Efficient Transformers with Multi-hop Attention Diffusion for Long Sequences Aosong Feng Irene Li Yuang Jiang Rex Ying 84 18 0 21 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 99 36 0 21 Oct 2022
CONSISTENT: Open-Ended Question Generation From News Articles Tuhin Chakrabarty Justin Lewis Smaranda Muresan 72 7 0 20 Oct 2022
Transcending Scaling Laws with 0.1% Extra Compute Yi Tay Jason W. Wei Hyung Won Chung Vinh Q. Tran David R. So ... Donald Metzler Slav Petrov N. Houlsby Quoc V. Le Mostafa Dehghani LRM 109 71 0 20 Oct 2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation Zhenrui Yue Huimin Zeng Bernhard Kratzwald Stefan Feuerriegel Dong Wang OOD 74 4 0 19 Oct 2022
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages Xinyu Crystina Zhang Nandan Thakur Odunayo Ogundepo Ehsan Kamalloo David Alfonso-Hermelo Xiaoguang Li Qun Liu Mehdi Rezagholizadeh Jimmy J. Lin 166 55 0 18 Oct 2022
ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains Minjun Zhu Yixuan Weng Shizhu He Kang Liu Jun Zhao LRM 66 6 0 17 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang Mayank Kejriwal 55 6 0 14 Oct 2022
Query Expansion Using Contextual Clue Sampling with Language Models Linqing Liu Minghan Li Jimmy J. Lin Sebastian Riedel Pontus Stenetorp 70 11 0 13 Oct 2022
Closed-book Question Generation via Contrastive Learning Xiangjue Dong Jiaying Lu Jianling Wang James Caverlee 87 8 0 13 Oct 2022
Improving Question Answering with Generation of NQ-like Questions Saptarashmi Bandyopadhyay Shraman Pal Hao-Li Zou Abhranil Chandra Jordan L. Boyd-Graber 64 1 0 12 Oct 2022
Context Generation Improves Open Domain Question Answering Jane Polak Scowcroft M. Patwary Shrimai Prabhumoye Peng Xu R. Prenger Mohammad Shoeybi Pascale Fung Anima Anandkumar Bryan Catanzaro LLMAG LRM 66 9 0 12 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang Wanjun Zhong Qianchu Liu Ming Gong Daxin Jiang Nan Duan VLM RALM LMTD 181 14 0 11 Oct 2022
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering Hao Cheng Hao Fang Xiaodong Liu Jianfeng Gao RALM 81 6 0 11 Oct 2022
Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts Cicero Nogueira dos Santos Zhe Dong Daniel Cer John Nham Siamak Shakeri Jianmo Ni Yun-hsuan Sung VLM KELM 80 8 0 10 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 76 11 0 09 Oct 2022
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies José Manuél Gómez-Pérez Andrés García-Silva R. Leone M. Albani Moritz Fontaine C. Poncet L. Summerer A. Donati Ilaria Roma Stefano Scaglioni 71 1 0 07 Oct 2022
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 313 90 0 07 Oct 2022
A Unified Encoder-Decoder Framework with Entity Memory Zhihan Zhang Wenhao Yu Chenguang Zhu Meng Jiang 113 11 0 07 Oct 2022
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Mingxuan Ju Wenhao Yu Tong Zhao Chuxu Zhang Yanfang Ye 120 24 0 06 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 87 187 0 06 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 397 1,103 0 05 Oct 2022
Nonparametric Decoding for Generative Retrieval Hyunji Lee Jaeyoung Kim Hoyeon Chang Hanseok Oh Sohee Yang Vladimir Karpukhin Yi Lu Minjoon Seo RALM 103 5 0 05 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 277 65 0 04 Oct 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? Vladimir Araujo Helena Balabin J. Hurtado Alvaro Soto Marie-Francine Moens CLL KELM 123 7 0 03 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 116 10 0 01 Oct 2022
Differentially Private Optimization on Large Model at Small Cost Zhiqi Bu Yu Wang Sheng Zha George Karypis 116 55 0 30 Sep 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 329 538 0 28 Sep 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 98 82 0 28 Sep 2022
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts Joel Jang Seonghyeon Ye Minjoon Seo ELM LRM 162 64 0 26 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 388 341 0 21 Sep 2022
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored? Jiawen Wu Xinyu Zhang Yutao Zhu Zheng Liu Zikai Guo Zhaoye Fei Ruofei Lai Yongkang Wu Bo Zhao Zhicheng Dou 82 5 0 14 Sep 2022
Domain Adaptation for Question Answering via Question Classification Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang OOD 92 11 0 12 Sep 2022
Evaluation of Question Answering Systems: Complexity of judging a natural language Amer Farea Zhen Yang Kien Duong Nadeesha Perera F. Emmert-Streib ELM 62 3 0 10 Sep 2022
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 92 4 0 05 Sep 2022
Interactive Question Answering Systems: Literature Review Giovanni Maria Biancofiore Yashar Deldjoo Tommaso Di Noia E. Sciascio Fedelucio Narducci 111 23 0 04 Sep 2022
Transformers with Learnable Activation Functions Haishuo Fang Ji-Ung Lee N. Moosavi Iryna Gurevych AI4CE 52 8 0 30 Aug 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval Zhen-Quan Tang Benyou Wang Ting Yao VLM 71 14 0 24 Aug 2022
Unsupervised Question Answering via Answer Diversifying Yuxiang Nie Heyan Huang Zewen Chi Xian-Ling Mao 377 5 0 23 Aug 2022
Exploring and Exploiting Multi-Granularity Representations for Machine Reading Comprehension Nuo Chen Chenyu You 82 0 0 18 Aug 2022
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks Jiangui Chen Ruqing Zhang Jiafeng Guo Yu-an Liu Yixing Fan Xueqi Cheng RALM 106 65 0 16 Aug 2022
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation Zhijing Wu Hua Xu Jingliang Fang Kai Gao CLL 62 1 0 10 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 80 20 0 05 Aug 2022