TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages

10 March 2020

Papers citing "TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages"

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Title
Pre-trained Transformer-Based Approach for Arabic Question Answering : A Comparative Study Kholoud Alsubhi A. Jamal Areej M. Alhothali 14 11 0 10 Nov 2021
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters Asa Cooper Stickland Alexandre Berard Vassilina Nikoulina AI4CE 9 28 0 18 Oct 2021
Predicting the Performance of Multilingual NLP Models A. Srinivasan Sunayana Sitaram T. Ganu Sandipan Dandapat Kalika Bali Monojit Choudhury LRM 22 27 0 17 Oct 2021
Sharpness-Aware Minimization Improves Language Model Generalization Dara Bahri H. Mobahi Yi Tay 119 98 0 16 Oct 2021
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation Benjamin Muller Luca Soldaini Rik Koncel-Kedziorski Eric Lind Alessandro Moschitti LRM 14 7 0 14 Oct 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Haitian Sun William W. Cohen Ruslan Salakhutdinov 59 33 0 13 Oct 2021
Systematic Inequalities in Language Technology Performance across the World's Languages Damián E. Blasi Antonios Anastasopoulos Graham Neubig 111 131 0 13 Oct 2021
Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning Seanie Lee Haebeom Lee Juho Lee S. Hwang MoMe CLL 38 16 0 06 Oct 2021
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello E. Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 101 167 0 28 Sep 2021
SD-QA: Spoken Dialectal Question Answering for the Real World Fahim Faisal Sharlina Keshava ibn Alam Antonios Anastasopoulos 98 29 0 24 Sep 2021
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering Fahim Faisal Antonios Anastasopoulos 29 4 0 24 Sep 2021
ParaShoot: A Hebrew Question Answering Dataset Omri Keren Omer Levy 29 17 0 23 Sep 2021
Cross-Lingual Language Model Meta-Pretraining Zewen Chi Heyan Huang Luyang Liu Yu Bai Xian-Ling Mao LRM 65 0 0 23 Sep 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation Zeming Liu Haifeng Wang Zheng-Yu Niu Hua-Hong Wu Wanxiang Che 13 56 0 18 Sep 2021
Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training Bo Zheng Li Dong Shaohan Huang Saksham Singhal Wanxiang Che Ting Liu Xia Song Furu Wei VLM 13 22 0 15 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 22 136 0 13 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
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models Rakesh Chada P. Natarajan 15 44 0 04 Sep 2021
Discovering Representation Sprachbund For Multilingual Pre-Training Yiming Fan Yaobo Liang Alexandre Muzio Hany Hassan Houqiang Li Ming Zhou Nan Duan 18 9 0 01 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 24 3 0 31 Aug 2021
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Israel Campiotti Marzieh Fadaee R. Lotufo Rodrigo Nogueira 24 107 0 31 Aug 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval Xinyu Crystina Zhang Xueguang Ma Peng Shi Jimmy J. Lin 12 110 0 19 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 27 163 0 27 Jul 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval Akari Asai Xinyan Velocity Yu Jungo Kasai Hannaneh Hajishirzi RALM LRM 11 70 0 26 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 9 3 0 11 Jul 2021
A Primer on Pretrained Multilingual Language Models Sumanth Doddapaneni Gowtham Ramesh Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar LRM 35 73 0 01 Jul 2021
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer Iulia Turc Kenton Lee Jacob Eisenstein Ming-Wei Chang Kristina Toutanova 24 58 0 30 Jun 2021
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA Zewen Chi Shaohan Huang Li Dong Shuming Ma Bo Zheng ... Payal Bajaj Xia Song Xian-Ling Mao Heyan Huang Furu Wei 42 118 0 30 Jun 2021
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Yi Tay Vinh Q. Tran Sebastian Ruder Jai Gupta Hyung Won Chung Dara Bahri Zhen Qin Simon Baumgartner Cong Yu Donald Metzler 43 152 0 23 Jun 2021
Consistency Regularization for Cross-Lingual Fine-Tuning Bo Zheng Li Dong Shaohan Huang Wenhui Wang Zewen Chi Saksham Singhal Wanxiang Che Ting Liu Xia Song Furu Wei 11 58 0 15 Jun 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 22 61 0 13 Jun 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment Zewen Chi Li Dong Bo Zheng Shaohan Huang Xian-Ling Mao Heyan Huang Furu Wei 45 67 0 11 Jun 2021
Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision Yinpeng Guo Liangyou Li Xin Jiang Qun Liu 11 0 0 09 Jun 2021
MergeDistill: Merging Pre-trained Language Models using Distillation Simran Khanuja Melvin Johnson Partha P. Talukdar 21 16 0 05 Jun 2021
nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models? Mihir Kale Aditya Siddhant Noah Constant Melvin Johnson Rami Al-Rfou Linting Xue LRM 21 25 0 03 Jun 2021
A Dataset and Baselines for Multilingual Reply Suggestion Mozhi Zhang Wei Wang Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah LRM 14 8 0 03 Jun 2021
ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation Kaushal Kumar Maurya M. Desarkar Yoshinobu Kano K. Deepshikha 10 38 0 03 Jun 2021
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages E. Ponti Rahul Aralikatte Disha Shrivastava Siva Reddy Anders Søgaard 21 16 0 02 Jun 2021
A Multilingual Modeling Method for Span-Extraction Reading Comprehension Gaochen Wu Bin Xu Dejie Chang Bangchang Liu 8 1 0 31 May 2021
Towards More Equitable Question Answering Systems: How Much More Data Do You Need? Arnab Debnath Navid Rajabi F. Alam Antonios Anastasopoulos 20 11 0 28 May 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte models Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 16 464 0 28 May 2021
Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang Yeyun Gong Yelong Shen Weisheng Li Jiancheng Lv Nan Duan Weizhu Chen 35 98 0 10 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 16 276 0 07 May 2021
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering Meryem M'hamdi Doo Soon Kim Franck Dernoncourt Trung Bui Xiang Ren Jonathan May 14 20 0 20 Apr 2021
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders Guanhua Chen Shuming Ma Yun-Nung Chen Li Dong Dongdong Zhang Jianxiong Pan Wenping Wang Furu Wei 24 39 0 18 Apr 2021
MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs Zewen Chi Li Dong Shuming Ma Shaohan Huang Xian-Ling Mao Heyan Huang Furu Wei LRM 45 71 0 18 Apr 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training Kuan-Hao Huang Wasi Uddin Ahmad Nanyun Peng Kai-Wei Chang AAML 89 34 0 17 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 18 32 0 17 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 10 184 0 15 Apr 2021
Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization Ansong Ni Matt Gardner Pradeep Dasigi RALM 17 9 0 22 Mar 2021