Linting Xue

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All published works

Action	Title	Year	Authors
+	PaLM 2 Technical Report	2023	Rohan Anil Andrew M. Dai Orhan Fırat Melvin Johnson Dmitry Lepikhin A. M. A. dos Passos Siamak Shakeri Emanuel Taropa Paige Bailey Zhifeng Chen
+	MaXM: Towards Multilingual Visual Question Answering	2023	Soravit Changpinyo Linting Xue Michal Yarom Ashish V. Thapliyal Idan Szpektor Julien Amelot Xi Chen Radu Soricut
+	Gemini: A Family of Highly Capable Multimodal Models	2023	Gemini Team Rohan Anil Sebastian Borgeaud Jean-Baptiste Alayrac Jiahui Yu Radu Soricut Johan Schalkwyk Andrew M. Dai Anja Hauth Katie Millican
+ PDF Chat	ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models	2022	Linting Xue Aditya Barua Noah Constant Rami Al‐Rfou Sharan Narang Mihir Kale Adam P. Roberts Colin Raffel
+	PaLI: A Jointly-Scaled Multilingual Language-Image Model	2022	Xi Chen Xiao Wang Soravit Changpinyo AJ Piergiovanni Piotr Padlewski Daniel Salz Sebastian Goodman Adam Grycner Basil Mustafa Lucas Beyer
+	MaXM: Towards Multilingual Visual Question Answering	2022	Soravit Changpinyo Linting Xue Idan Szpektor Ashish V. Thapliyal Julien Amelot Xi Chen Radu Soricut
+	nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models?	2021	Mihir Kale Aditya Siddhant Noah Constant Melvin Johnson Rami Al‐Rfou Linting Xue
+ PDF Chat	mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer	2021	Linting Xue Noah Constant Adam P. Roberts Mihir Kale Rami Al‐Rfou Aditya Siddhant Aditya Barua Colin Raffel
+	Towards Zero-Shot Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension	2021	Siamak Shakeri Noah Constant Mihir Kale Linting Xue
+	nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?	2021	Mihir Kale Aditya Siddhant Rami Al‐Rfou Linting Xue Noah Constant Melvin Johnson
+	ByT5: Towards a token-free future with pre-trained byte-to-byte models	2021	Linting Xue Aditya Barua Noah Constant Rami Al‐Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel
+	Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension.	2020	Siamak Shakeri Noah Constant Mihir Kale Linting Xue
+	mT5: A massively multilingual pre-trained text-to-text transformer	2020	Linting Xue Noah Constant Adam P. Roberts Mihir Kale Rami Al‐Rfou Aditya Siddhant Aditya Barua Colin Raffel
+	A Social Network Analysis on Blended Courses	2017	Niki Gitinabard Linting Xue Collin F. Lynch Sarah Heckman Tiffany Barnes

Common Coauthors

Coauthor	Papers Together
Mihir Kale	9
Noah Constant	8
Rami Al‐Rfou	6
Aditya Siddhant	5
Aditya Barua	5
Radu Soricut	4
Colin Raffel	4
Siamak Shakeri	4
Melvin Johnson	4
Soravit Changpinyo	4
Adam P. Roberts	3
James T. Bradbury	3
Gaurav Mishra	3
Xi Chen	3
Vijay K. Vasudevan	2
Eric C. Ni	2
Emanuel Taropa	2
Jacob Devlin	2
Mojtaba Seyedhosseini	2
Marie Pellat	2
Brennan Saeta	2
Ashish V. Thapliyal	2
Ambrose Slone	2
Marcello Maggioni	2
Pidong Wang	2
Aakanksha Chowdhery	2
Kelvin Xu	2
Denny Zhou	2
Slav Petrov	2
Christopher A. Choquette-Choo	2
Wenhao Jia	2
YaGuang Li	2
Orhan Fırat	2
Vedant Misra	2
Sebastian Ruder	2
Siddhartha Brahma	2
Xuezhi Wang	2
Kefan Xiao	2
Junwhan Ahn	2
Alex Polozov	2
Yanping Huang	2
Joshua Maynez	2
Idan Szpektor	2
Simon Tokumine	2
John Wieting	2
Jacob Austin	2
Fangxiaoyu Feng	2
Hyeontaek Lim	2
Maxim Krikun	2
Érica Rodrigues Moreira	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	6
+	Multilingual Denoising Pre-training for Neural Machine Translation	2020	Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad Mike Lewis Luke Zettlemoyer	5
+	On the Cross-lingual Transferability of Monolingual Representations	2020	Mikel Artetxe Sebastian Ruder Dani Yogatama	5
+ PDF Chat	FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding	2021	Yuwei Fang Shuohang Wang Zhe Gan Siqi Sun Jun Liu	4
+	Unsupervised Cross-lingual Representation Learning at Scale	2020	Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Édouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov	4
+	Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks	2020	Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith	4
+	XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization	2020	Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Fırat Melvin Johnson	4
+	VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation	2021	Fuli Luo Wei Wang Jiahao Liu Yijia Liu Bin Bi Songfang Huang Fei Huang Luo Si	4
+	PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification	2019	Yinfei Yang Yuan Zhang Chris Tar Jason Baldridge	3
+	Synthetic QA Corpora Generation with Roundtrip Consistency	2019	Chris Alberti Daniel Andor Emily Pitler Jacob Devlin Michael Collins	3
+	SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing	2018	Taku Kudo John T. E. Richardson	3
+	Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning	2020	Zihan Liu Genta Indra Winata Andrea Madotto Pascale Fung	3
+ PDF Chat	XNLI: Evaluating Cross-lingual Sentence Representations	2018	Alexis Conneau Ruty Rinott Guillaume Lample Adina Williams Samuel Bowman Holger Schwenk Veselin Stoyanov	3
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	3
+ PDF Chat	Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates	2018	Taku Kudo	3
+ PDF Chat	mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer	2021	Linting Xue Noah Constant Adam P. Roberts Mihir Kale Rami Al‐Rfou Aditya Siddhant Aditya Barua Colin Raffel	3
+	Cross-lingual Language Model Pretraining	2019	Guillaume Lample Alexis Conneau	3
+	MLQA: Evaluating Cross-lingual Extractive Question Answering	2020	Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk	3
+	How Much Knowledge Can You Pack Into the Parameters of a Language Model?	2020	Adam P. Roberts Colin Raffel Noam Shazeer	2
+ PDF Chat	Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation	2017	Melvin Johnson Mike Schuster Quoc V. Le Maxim Krikun Yonghui Wu Zhifeng Chen Nikhil Thorat Fernanda Viégas Martin Wattenberg Greg S. Corrado	2
+	PhoBERT: Pre-trained language models for Vietnamese	2020	Dat Quoc Nguyen Anh Tuan Nguyen	2
+	mT5: A massively multilingual pre-trained text-to-text transformer	2020	Linting Xue Noah Constant Adam P. Roberts Mihir Kale Rami Al‐Rfou Aditya Siddhant Aditya Barua Colin Raffel	2
+	Playing with Words at the National Library of Sweden : Making a Swedish BERT	2021	Martin Malmsten Love Börjeson Chris Haffenden	2
+	Unifying Question Answering and Text Classification via Span Extraction.	2019	Nitish Shirish Keskar Bryan McCann Caiming Xiong Richard Socher	2
+	PTT5: Pretraining and validating the T5 model on Brazilian Portuguese data.	2020	Diedre Carmo Marcos Piau Israel Campiotti Rodrigo Nogueira Roberto Lotufo	2
+	Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering	2020	Gautier Izacard Édouard Grave	2
+	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training	2020	Zewen Chi Li Dong Furu Wei Nan Yang Saksham Singhal Wenhui Wang Song Xia Xian-Ling Mao Heyan Huang Ming Zhou	2
+ PDF Chat	ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora	2021	Xuan Ouyang Shuohuan Wang Chao Pang Yu Sun Hao Tian Hua Wu Haifeng Wang	2
+ PDF Chat	UNIFIEDQA: Crossing Format Boundaries with a Single QA System	2020	Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter E. Clark Hannaneh Hajishirzi	2
+	Document Ranking with a Pretrained Sequence-to-Sequence Model	2020	Rodrigo Nogueira Zhiying Jiang Ronak Pradeep Jimmy Lin	2
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension	2020	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer	2
+	Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation	2020	Biao Zhang Philip Williams Ivan Titov Rico Sennrich	2
+	WT5?! Training Text-to-Text Models to Explain their Predictions	2020	Sharan Narang Colin Raffel Katherine Lee Adam P. Roberts Noah Fiedel Karishma Malkan	2
+ PDF Chat	Universal Language Model Fine-tuning for Text Classification	2018	Jeremy Howard Sebastian Ruder	2
+	GLU Variants Improve Transformer.	2020	Noam Shazeer	2
+	FlauBERT: Unsupervised Language Model Pre-training for French	2019	Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux Alexandre Allauzen Benoît Crabbé Laurent Besacier Didier Schwab	2
+	BERTje: A Dutch BERT Model	2019	Wietse de Vries Andreas van Cranenburgh Arianna Bisazza Tommaso Caselli Gertjan van Noord Malvina Nissim	2
+	CamemBERT: a Tasty French Language Model	2020	Louis Martin Benjamin Müller Pedro Ortiz Suarez Yoann Dupont Laurent Romary Éric Villemonte de la Clergerie Djamé Seddah Benoît Sagot	2
+ PDF Chat	Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation	2020	Aditya Siddhant Melvin Johnson Henry Tsai Naveen Ari Jason Riesa Ankur Bapna Orhan Fırat Karthik Raman	2
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.	2019	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Ves Stoyanov Luke Zettlemoyer	2
+	The Natural Language Decathlon: Multitask Learning as Question Answering	2018	Bryan McCann Nitish Shirish Keskar Caiming Xiong Richard Socher	2
+	Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds	2019	Tassilo Klein Moin Nabi	2
+	RobBERT: a Dutch RoBERTa-based Language Model	2020	Pieter Delobelle Thomas Winters Bettina Berendt	2
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	2
+	Well-Read Students Learn Better: On the Importance of Pre-training Compact Models	2019	Iulia Turc Ming‐Wei Chang Kenton Lee Kristina Toutanova	2
+	Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges	2019	Naveen Arivazhagan Ankur Bapna Orhan Fırat Dmitry Lepikhin Melvin Johnson Maxim Krikun Mia Xu Chen Yuan Cao George Foster Colin Cherry	2
+	MLQA: Evaluating Cross-lingual Extractive Question Answering	2019	Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk	2
+ PDF Chat	Multilingual Denoising Pre-training for Neural Machine Translation	2020	Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad Mike Lewis Luke Zettlemoyer	2
+	MASS: Masked Sequence to Sequence Pre-training for Language Generation	2019	Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie‐Yan Liu	2
+	Pre-training via Paraphrasing	2020	Mike Lewis Marjan Ghazvininejad Gargi Ghosh Armen Aghajanyan Sida Wang Luke Zettlemoyer	2