QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization NAACL

Ming Zhong | Da Yin | Tao Yu | Ahmad Zaidi | Mutethia Mutuma | Rahul Jha | Ahmed Hassan Awadallah | Asli Celikyilmaz | Yang Liu | Xipeng Qiu | Dragomir Radev |

Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa NAACL

Junqi Dai | Hang Yan | Tianxiang Sun | Pengfei Liu | Xipeng Qiu |

Pre-training with Meta Learning for Chinese Word Segmentation NAACL

Zhen Ke | Liang Shi | Songtao Sun | Erli Meng | Bin Wang | Xipeng Qiu |

A Unified Generative Framework for Various NER Subtasks ACL IJCNLP

Hang Yan | Tao Gui | Junqi Dai | Qipeng Guo | Zheng Zhang | Xipeng Qiu |

fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL IJCNLP

Zhichao Geng | Hang Yan | Xipeng Qiu | Xuanjing Huang |

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL IJCNLP

Xiao Wang | Qin Liu | Tao Gui | Qi Zhang | Yicheng Zou | Xin Zhou | Jiacheng Ye | Yongxin Zhang | Rui Zheng | Zexiong Pang | Qinzhuo Wu | Zhengyan Li | Chong Zhang | Ruotian Ma | Zichu Fei | Ruijian Cai | Jun Zhao | Xingwu Hu | Zhiheng Yan | Yiding Tan | Yuan Hu | Qiyuan Bian | Zhihua Liu | Shan Qin | Bolin Zhu | Xiaoyu Xing | Jinlan Fu | Yue Zhang | Minlong Peng | Xiaoqing Zheng | Yaqian Zhou | Zhongyu Wei | Xipeng Qiu | Xuanjing Huang |

Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning EMNLP

Linyang Li | Demin Song | Xiaonan Li | Jiehang Zeng | Ruotian Ma | Xipeng Qiu |

Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP Findings

Yichao Luo | Yige Xu | Jiacheng Ye | Xipeng Qiu | Qi Zhang |

Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization EMNLP Findings

Yiran Chen | Pengfei Liu | Xipeng Qiu |

SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check EMNLP

Tuo Ji | Hang Yan | Xipeng Qiu |

Contrastive Aligned Joint Learning for Multilingual Summarization Findings

Danqing Wang | Jiaze Chen | Hao Zhou | Xipeng Qiu | Lei Li |

Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL IJCNLP

Xiaonan Li | Yunfan Shao | Tianxiang Sun | Hang Yan | Xipeng Qiu | Xuanjing Huang |

A Unified Generative Framework for Aspect-based Sentiment Analysis ACL IJCNLP

Hang Yan | Junqi Dai | Tuo Ji | Xipeng Qiu | Zheng Zhang |

Heterogeneous Graph Neural Networks for Extractive Document Summarization ACL

Danqing Wang | Pengfei Liu | Yining Zheng | Xipeng Qiu | Xuanjing Huang |

Improving Image Captioning with Better Use of Caption ACL

Zhan Shi | Xu Zhou | Xipeng Qiu | Xiaodan Zhu |

FLAT: Chinese NER Using Flat-Lattice Transformer ACL

Xiaonan Li | Hang Yan | Xipeng Qiu | Xuanjing Huang |

Extractive Summarization as Text Matching ACL

Ming Zhong | Pengfei Liu | Yiran Chen | Danqing Wang | Xipeng Qiu | Xuanjing Huang |

GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation COLING

Zhijing Jin | Qipeng Guo | Xipeng Qiu | Zheng Zhang |

CoLAKE: Contextualized Language and Knowledge Embedding COLING

Tianxiang Sun | Yunfan Shao | Xipeng Qiu | Qipeng Guo | Yaru Hu | Xuanjing Huang | Zheng Zhang |

CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems EMNLP Findings

Yiran Chen | Pengfei Liu | Ming Zhong | Zi-Yi Dou | Danqing Wang | Xipeng Qiu | Xuanjing Huang |

BERT-ATTACK: Adversarial Attack Against BERT Using BERT EMNLP

Linyang Li | Ruotian Ma | Qipeng Guo | Xiangyang Xue | Xipeng Qiu |

BERT for Monolingual and Cross-Lingual Reverse Dictionary EMNLP Findings

Hang Yan | Xiaonan Li | Xipeng Qiu | Bocao Deng |

A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder EMNLP Findings

Xipeng Qiu | Hengzhi Pei | Hang Yan | Xuanjing Huang |

Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information EMNLP

Zehui Lin | Xiao Pan | Mingxuan Wang | Xipeng Qiu | Jiangtao Feng | Hao Zhou | Lei Li |

A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing TACL

Hang Yan | Xipeng Qiu | Xuanjing Huang |

CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training INLG WebNLG

Qipeng Guo | Zhijing Jin | Xipeng Qiu | Weinan Zhang | David Wipf | Zheng Zhang |

\cal P2 : A Plan-and-Pretrain Approach for Knowledge Graph-to-Text Generation : A Plan-and-Pretrain Approach for Knowledge Graph-to-Text Generation INLG WebNLG

Qipeng Guo | Zhijing Jin | Ning Dai | Xipeng Qiu | Xiangyang Xue | David Wipf | Zheng Zhang |

GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP

Luyao Huang | Chi Sun | Xipeng Qiu | Xuanjing Huang |

A Closer Look at Data Bias in Neural Extractive Summarization Models EMNLP WS

Ming Zhong | Danqing Wang | Pengfei Liu | Xipeng Qiu | Xuanjing Huang |

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence NAACL

Chi Sun | Luyao Huang | Xipeng Qiu |

Star-Transformer NAACL

Qipeng Guo | Xipeng Qiu | Pengfei Liu | Yunfan Shao | Xiangyang Xue | Zheng Zhang |

VCWE: Visual Character-Enhanced Word Embeddings NAACL

Chi Sun | Xipeng Qiu | Xuanjing Huang |

Searching for Effective Neural Extractive Summarization: What Works and What’s Next ACL

Ming Zhong | Pengfei Liu | Danqing Wang | Xipeng Qiu | Xuanjing Huang |

Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation ACL

Ning Dai | Jianze Liang | Xipeng Qiu | Xuanjing Huang |

Information Aggregation via Dynamic Routing for Sequence Encoding COLING

Jingjing Gong | Xipeng Qiu | Shaojing Wang | Xuanjing Huang |

Convolutional Interaction Network for Natural Language Inference EMNLP

Jingjing Gong | Xipeng Qiu | Xinchi Chen | Dong Liang | Xuanjing Huang |

A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing CoNLL

Danlu Chen | Mengxiao Lin | Zhifeng Hu | Xipeng Qiu |

Idiom-Aware Compositional Distributed Semantics EMNLP

Pengfei Liu | Kaiyu Qian | Xipeng Qiu | Xuanjing Huang |

Adversarial Multi-task Learning for Text Classification ACL

Pengfei Liu | Xipeng Qiu | Xuanjing Huang |

Adversarial Multi-Criteria Learning for Chinese Word Segmentation ACL

Xinchi Chen | Zhan Shi | Xipeng Qiu | Xuanjing Huang |

Deep Multi-Task Learning with Shared Memory for Text Classification EMNLP

Pengfei Liu | Xipeng Qiu | Xuanjing Huang |

Analyzing Linguistic Knowledge in Sequential Model of Sentence EMNLP

Peng Qian | Xipeng Qiu | Xuanjing Huang |

Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification EMNLP

Jiacheng Xu | Danlu Chen | Xipeng Qiu | Xuanjing Huang |

Modelling Interaction of Sentence Pair with Coupled-LSTMs EMNLP

Pengfei Liu | Xipeng Qiu | Yaqian Zhou | Jifan Chen | Xuanjing Huang |

Deep Fusion LSTMs for Text Semantic Matching ACL

Pengfei Liu | Xipeng Qiu | Jifan Chen | Xuanjing Huang |

Investigating Language Universal and Specific Properties in Word Embeddings ACL

Peng Qian | Xipeng Qiu | Xuanjing Huang |

Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network ACL

Jifan Chen | Qi Zhang | Pengfei Liu | Xipeng Qiu | Xuanjing Huang |

A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation ACL

Peng Qian | Xipeng Qiu | Xuanjing Huang |

Sentence Modeling with Gated Recursive Neural Network EMNLP

Xinchi Chen | Xipeng Qiu | Chenxi Zhu | Shiyu Wu | Xuanjing Huang |

Long Short-Term Memory Neural Networks for Chinese Word Segmentation EMNLP

Xinchi Chen | Xipeng Qiu | Chenxi Zhu | Pengfei Liu | Xuanjing Huang |

Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks EMNLP

Xinchi Chen | Yaqian Zhou | Chenxi Zhu | Xipeng Qiu | Xuanjing Huang |

Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents EMNLP

Pengfei Liu | Xipeng Qiu | Xinchi Chen | Shiyu Wu | Xuanjing Huang |

A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network ACL IJCNLP

Chenxi Zhu | Xipeng Qiu | Xinchi Chen | Xuanjing Huang |

Gated Recursive Neural Network for Chinese Word Segmentation ACL IJCNLP

Xinchi Chen | Xipeng Qiu | Chenxi Zhu | Xuanjing Huang |

Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information COLING

Xipeng Qiu | ChaoChao Huang | Xuanjing Huang |

Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning EMNLP

Xipeng Qiu | Jiayi Zhao | Xuanjing Huang |

Latent Semantic Tensor Indexing for Community-based Question Answering ACL

Xipeng Qiu | Le Tian | Xuanjing Huang |

FudanNLP: A Toolkit for Chinese Natural Language Processing ACL

Xipeng Qiu | Qi Zhang | Xuanjing Huang |

Joint Segmentation and Tagging with Coupled Sequences Labeling COLING

Xipeng Qiu | Feng Ji | Jiayi Zhao | Xuanjing Huang |

Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features CoNLL EMNLP

Jiayi Zhao | Xipeng Qiu | Shu Zhang | Feng Ji | Xuanjing Huang |

A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy IJCNLP

Jinlong Zhou | Xipeng Qiu | Xuanjing Huang |

Hierarchical Text Classification with Latent Concepts ACL

Xipeng Qiu | Xuanjing Huang | Zhao Liu | Jinlong Zhou |

Detecting Hedge Cues and their Scopes with Average Perceptron CoNLL WS

Feng Ji | Xipeng Qiu | Xuanjing Huang |

Adaptive Chinese Word Segmentation with Online Passive-Aggressive Algorithm SIGHAN WS

Wenjun Gao | Xipeng Qiu | Xuanjing Huang |

Triplet-Based Chinese Word Sense Induction SIGHAN WS

Zhao Liu | Xipeng Qiu | Xuanjing Huang |

Hierarchical Multi-Label Text Categorization with Global Margin Maximization ACL IJCNLP

Xipeng Qiu | Wenjun Gao | Xuanjing Huang |