Xiaodong Liu(刘晓东)

Senior Researcher

Microsoft Research

Microsoft大楼 99，14820 NE 36th Street，雷德蒙德，华盛顿州，98052美国

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I am interested in Statistical Natural Language Processing, Machine Learning and Deep Learning.

Papers48 papers

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Reader-Guided Passage Reranking for Open-Domain Question Answering

Yuning Mao,Pengcheng He,Xiaodong Liu,Yelong Shen,Jianfeng Gao,Jiawei Han,Weizhu Chen

Bibtex

UnitedQA: A Hybrid Approach for Open Domain Question Answering

Hao Cheng,Yelong Shen,Xiaodong Liu,Pengcheng He,Weizhu Chen,Jianfeng Gao

Bibtex

On the Variance of the Adaptive Learning Rate and Beyond

Liyuan Liu,Haoming Jiang,Pengcheng He,Weizhu Chen,Xiaodong Liu,Jianfeng Gao,Jiawei Han

ICLR, (2020)

Cited by253EIBibtex

Generation-Augmented Retrieval for Open-domain Question Answering

Yuning Mao,Pengcheng He,Xiaodong Liu,Yelong Shen,Jianfeng Gao,Jiawei Han,Weizhu Chen

Bibtex

Very Deep Transformers for Neural Machine Translation

Xiaodong Liu,Kevin Duh, Liyuan Liu,Jianfeng Gao

Bibtex

DeBERTa: Decoding-enhanced BERT with Disentangled Attention

He Pengcheng,Liu Xiaodong,Gao Jianfeng,Chen Weizhu

Cited by2Bibtex

Posterior Differential Regularization with f-divergence for Improving Model Robustness

Hao Cheng,Xiaodong Liu, Lis Pereira,Yaoliang Yu,Jianfeng Gao

Bibtex

Adversarial Training for Commonsense Inference

Pereira Lis,Liu Xiaodong, Cheng Fei, Asahara Masayuki, Kobayashi Ichiro

RepL4NLP@ACL, pp.55-60, (2020)

EIBibtex

Adversarial Training for Large Neural Language Models

Liu Xiaodong, Cheng Hao,He Pengcheng,Chen Weizhu,Wang Yu,Poon Hoifung,Gao Jianfeng

Cited by8Bibtex

Understanding the Difficulty of Training Transformers

Liu Liyuan,Liu Xiaodong,Gao Jianfeng,Chen Weizhu,Han Jiawei

empirical methods in natural language processing, pp.5747-5763, (2020)

Cited by6Bibtex

Pseudo-Masked Language Models for Unified Language Model Pre-Training

Hangbo Bao,Li Dong,Furu Wei,Wenhui Wang, Nan Yang,Xiaodong Liu, Yu Wang,Jianfeng Gao, Songhao Piao,Ming Zhou,Hsiao-Wuen Hon

international conference on machine learning, (2020)

Bibtex

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization

Jiang Haoming,He Pengcheng,Chen Weizhu,Liu Xiaodong,Gao Jianfeng,Zhao Tuo

ACL, pp.2177-2190, (2020)

Cited by12EIBibtex

UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training

Bao Hangbo,Dong Li,Wei Furu,Wang Wenhui,Yang Nan,Liu Xiaodong,Wang Yu, Piao Songhao,Gao Jianfeng,Zhou Ming,Hon Hsiao-Wuen

ICML, pp.642-652, (2020)

Cited by4EIBibtex

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding

Liu Xiaodong,Wang Yu, Ji Jianshu, Cheng Hao, Zhu Xueyun, Awa Emmanuel,He Pengcheng,Chen Weizhu,Poon Hoifung, Cao Guihong,Gao Jianfeng

ACL, pp.118-126, (2020)

Cited by3EIBibtex

RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

Wang Bailin,Shin Richard,Liu Xiaodong,Polozov Oleksandr,Richardson Matthew

ACL, pp.7567-7578, (2020)

Cited by5EIBibtex

Adversarial Domain Adaptation for Machine Reading Comprehension

Huazheng Wang,Zhe Gan,Xiaodong Liu,Jingjing Liu,Jianfeng Gao,Hongning Wang

EMNLP/IJCNLP (1), pp.2510-2520, (2019)

Cited by3EIBibtex

A Hybrid Neural Network Model for Commonsense Reasoning

He Pengcheng,Liu Xiaodong,Chen Weizhu,Gao Jianfeng

Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing, (2019)

Cited by9Bibtex

Unified Language Model Pre-training for Natural Language Understanding and Generation

Li Dong,Nan Yang,Wenhui Wang,Furu Wei,Xiaodong Liu,Yu Wang,Jianfeng Gao,Ming Zhou,Hsiao-Wuen Hon

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 13042-13054

Cited by139EIBibtex

Multi-Task Deep Neural Networks for Natural Language Understanding

Xiaodong Liu, Pengcheng He,Weizhu Chen,Jianfeng Gao

ACL (1), pp.4487-4496, (2019)

Cited by227EIBibtex

Multi-Task Deep Neural Networks for Natural Language Understanding

Xiaodong Liu,Pengcheng He,Weizhu Chen,Jianfeng Gao

Meeting of the Association for Computational Linguistics, (2019)

Cited by301EIBibtex

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