NLPExplorer

Xiaodong Liu

Number of Papers:- 42

Number of Citations:- 30

First ACL Paper:- 2013

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

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P

COLING

s

EMNLP

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Findings

E

C

M

g

A

d

WS

ACL

EACL

RepL4NLP

SIGHAN

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IJCNLP

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F

n

Co-Authors:-

Ahmed Awadallah

Asli Celikyilmaz

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Language Models as Inductive Reasoners EACL

Zonglin Yang | Li Dong | Xinya Du | Hao Cheng | Erik Cambria | Xiaodong Liu | Jianfeng Gao | Furu Wei |

ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks F i n d i n g s - N A A C L

Xiaodong Yu | Hao Cheng | Xiaodong Liu | Dan Roth | Jianfeng Gao |

Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL

Kaixin Ma | Hao Cheng | Yu Zhang | Xiaodong Liu | Eric Nyberg | Jianfeng Gao |

Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding F i n d i n g s - E M N L P

Yu Zhang | Hao Cheng | Zhihong Shen | Xiaodong Liu | Ye-Yi Wang | Jianfeng Gao |

AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation F i n d i n g s - A C L

Ganesh Jawahar | Subhabrata Mukherjee | Xiaodong Liu | Young Jin Kim | Muhammad Abdul-Mageed | Laks Lakshmanan, V.S. | Ahmed Hassan Awadallah | Sebastien Bubeck | Jianfeng Gao |

Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers ACL

Linyuan Gong | Chenyan Xiong | Xiaodong Liu | Payal Bajaj | Yiqing Xie | Alvin Cheung | Jianfeng Gao | Xia Song |

Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering ACL

Hao Cheng | Hao Fang | Xiaodong Liu | Jianfeng Gao |

Open Domain Question Answering with A Unified Knowledge Interface ACL

Kaixin Ma | Hao Cheng | Xiaodong Liu | Eric Nyberg | Jianfeng Gao |

LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners Findings NAACL

Yaqing Wang | Subhabrata Mukherjee | Xiaodong Liu | Jing Gao | Ahmed Awadallah | Jianfeng Gao |

Knowledge-Rich Self-Supervision for Biomedical Entity Linking F i n d i n g s - E M N L P

Sheng Zhang | Hao Cheng | Shikhar Vashishth | Cliff Wong | Jinfeng Xiao | Xiaodong Liu | Tristan Naumann | Jianfeng Gao | Hoifung Poon |

AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning EMNLP

Yaqing Wang | Sahaj Agarwal | Subhabrata Mukherjee | Xiaodong Liu | Jing Gao | Ahmed Hassan Awadallah | Jianfeng Gao |

Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge F i n d i n g s - E M N L P

Kaixin Ma | Hao Cheng | Xiaodong Liu | Eric Nyberg | Jianfeng Gao |

Targeted Adversarial Training for Natural Language Understanding NAACL

Lis Pereira | Xiaodong Liu | Hao Cheng | Hoifung Poon | Jianfeng Gao | Ichiro Kobayashi |

Posterior Differential Regularization with f-divergence for Improving Model Robustness NAACL

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

Generation-Augmented Retrieval for Open-Domain Question Answering ACL IJCNLP

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

ARCH: Efficient Adversarial Regularized Training with Caching EMNLP Findings

Simiao Zuo | Chen Liang | Haoming Jiang | Pengcheng He | Xiaodong Liu | Jianfeng Gao | Weizhu Chen | Tuo Zhao |

Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach EMNLP

Simiao Zuo | Chen Liang | Haoming Jiang | Xiaodong Liu | Pengcheng He | Jianfeng Gao | Weizhu Chen | Tuo Zhao |

Token-wise Curriculum Learning for Neural Machine Translation EMNLP Findings

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

UnitedQA: A Hybrid Approach for Open Domain Question Answering ACL IJCNLP

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

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization ACL IJCNLP

Chen Liang | Simiao Zuo | Minshuo Chen | Haoming Jiang | Xiaodong Liu | Pengcheng He | Tuo Zhao | Weizhu Chen |

Reader-Guided Passage Reranking for Open-Domain Question Answering Findings

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

HittER: Hierarchical Transformers for Knowledge Graph Embeddings EMNLP

Sanxing Chen | Xiaodong Liu | Jianfeng Gao | Jian Jiao | Ruofei Zhang | Yangfeng Ji |

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

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

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

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

Adversarial Training for Commonsense Inference ACL RepL4NLP WS

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

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

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

A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing COLING

Sanxing Chen | Aidan San | Xiaodong Liu | Yangfeng Ji |

Understanding the Difficulty of Training Transformers EMNLP

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

Adversarial Domain Adaptation for Machine Reading Comprehension EMNLP

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

A Hybrid Neural Network Model for Commonsense Reasoning EMNLP WS

Pengcheng He | Xiaodong Liu | Weizhu Chen | Jianfeng Gao |

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing NAACL

Hao Fu | Chunyuan Li | Xiaodong Liu | Jianfeng Gao | Asli Celikyilmaz | Lawrence Carin |

Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL

Shuohang Wang | Sheng Zhang | Yelong Shen | Xiaodong Liu | Jingjing Liu | Jianfeng Gao | Jing Jiang |

Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension NAACL

Yichong Xu | Xiaodong Liu | Yelong Shen | Jingjing Liu | Jianfeng Gao |

Multi-Task Deep Neural Networks for Natural Language Understanding ACL

Xiaodong Liu | Pengcheng He | Weizhu Chen | Jianfeng Gao |

Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ACL

Lianhui Qin | Michel Galley | Chris Brockett | Xiaodong Liu | Xiang Gao | Bill Dolan | Yejin Choi | Jianfeng Gao |

DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL WS

Yichong Xu | Xiaodong Liu | Chunyuan Li | Hoifung Poon | Jianfeng Gao |

Stochastic Answer Networks for Machine Reading Comprehension ACL

Xiaodong Liu | Yelong Shen | Kevin Duh | Jianfeng Gao |

An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks IJCNLP

Yelong Shen | Xiaodong Liu | Kevin Duh | Jianfeng Gao |

Lexical Simplification with the Deep Structured Similarity Model IJCNLP

Lis Pereira | Xiaodong Liu | John Lee |

Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval NAACL

Xiaodong Liu | Jianfeng Gao | Xiaodong He | Li Deng | Kevin Duh | Ye-yi Wang |

Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus CoNLL WS

Xiaodong Liu | Kevin Duh | Yuji Matsumoto |

A Hybrid Chinese Spelling Correction Using Language Model and Statistical Machine Translation with Reranking SIGHAN WS

Xiaodong Liu | Kevin Cheng | Yanyan Luo | Kevin Duh | Yuji Matsumoto |

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