个人简介
Xuanjing Huang is a Professor of Computer Science, Fudan University, Shanghai, China. She obtained her PhD degree in Computer Science from Fudan University in 1998. From 2008 to 2009, she was a visiting scholar in CIIR, UMass Amherst. Her research interest includes natural language processing, information retrieval, artificial intelligence and deep learning. She has published over 130 papers in major NLP, AI and IR conferences and journals. She has also translated the second version of Modern Information Retrieval to Chinese. In the research community, she is a Program Co-Chair of EMNLP 2021, CCL 2019, NLPCC 2017, CCL 2016, SMP 2015 and SMP 2014, a General Co-Chair of NLPCC 2020, Co-organizer of WSDM 2015, Competition Chair of CIKM 2014, AC, SPC or PC member of recent WSDM, SIGIR, WWW, CIKM, ACL, IJCAI, KDD, EMNLP, COLING and many other conferences.
Awards
Aminer “Women in AI”, 2020
Aminer “Most Influential Scholar Award Honorable Mention”, 2020
Forbes China “Women in Tech”, 2020
How to Fine-Tune BERT for Text Classification?, CCL 2019 Best Paper Award
Adversarial Multi-Criteria Learning for Chinese Word Segmentation, ACL 2017 Outstanding Paper Award
近期论文
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TableVLM: Multi-modal Pre-training for Table Structure Recognition Leiyuan Chen | Chengsong Huang | Xiaoqing Zheng | Jinshu Lin | Xuanjing Huang Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction Hang Yan | Yu Sun | Xiaonan Li | Yunhua Zhou | Xuanjing Huang | Xipeng Qiu Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models Zhengfu He | Tianxiang Sun | Qiong Tang | Kuanning Wang | Xuanjing Huang | Xipeng Qiu Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs Siyuan Wang | Zhongyu Wei | Meng Han | Zhihao Fan | Haijun Shan | Qi Zhang | Xuanjing Huang Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training Zejun Li | Zhihao Fan | Jingjing Chen | Qi Zhang | Xuanjing Huang | Zhongyu Wei Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Open Set Relation Extraction via Unknown-Aware Training Jun Zhao | Xin Zhao | WenYu Zhan | Qi Zhang | Tao Gui | Zhongyu Wei | Yun Wen Chen | Xiang Gao | Xuanjing Huang Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning Tianxiang Sun | Zhengfu He | Qin Zhu | Xipeng Qiu | Xuanjing Huang Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language Xinyi Mou | Zhongyu Wei | Qi Zhang | Xuanjing Huang Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li | Tianxiang Sun | Qiong Tang | Hang Yan | Yuanbin Wu | Xuanjing Huang | Xipeng Qiu Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization Ting Wu | Rui Zheng | Tao Gui | Qi Zhang | Xuanjing Huang Findings of the Association for Computational Linguistics: ACL 2023
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition Limao Xiong | Jie Zhou | Qunxi Zhu | Xiao Wang | Yuanbin Wu | Qi Zhang | Tao Gui | Xuanjing Huang | Jin Ma | Ying Shan Findings of the Association for Computational Linguistics: ACL 2023
Characterizing the Impacts of Instances on Robustness Rui Zheng | Zhiheng Xi | Qin Liu | Wenbin Lai | Tao Gui | Qi Zhang | Xuanjing Huang | Jin Ma | Ying Shan | Weifeng Ge Findings of the Association for Computational Linguistics: ACL 2023
TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations Xin Zhou | Yi Lu | Ruotian Ma | Tao Gui | Yuran Wang | Yong Ding | Yibo Zhang | Qi Zhang | Xuanjing Huang Findings of the Association for Computational Linguistics: ACL 2023
Do Large Language Models Know What They Don’t Know? Zhangyue Yin | Qiushi Sun | Qipeng Guo | Jiawen Wu | Xipeng Qiu | Xuanjing Huang Findings of the Association for Computational Linguistics: ACL 2023
KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition Wei Chen | Shiqi Wei | Zhongyu Wei | Xuanjing Huang Findings of the Association for Computational Linguistics: ACL 2023
Detecting Adversarial Samples through Sharpness of Loss Landscape Rui Zheng | Shihan Dou | Yuhao Zhou | Qin Liu | Tao Gui | Qi Zhang | Zhongyu Wei | Xuanjing Huang | Menghan Zhang Findings of the Association for Computational Linguistics: ACL 2023
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations Zixuan Ling | Xiaoqing Zheng | Jianhan Xu | Jinshu Lin | Kai-Wei Chang | Cho-Jui Hsieh | Xuanjing Huang Findings of the Association for Computational Linguistics: ACL 2023
Connectivity Patterns are Task Embeddings Zhiheng Xi | Rui Zheng | Yuansen Zhang | Xuanjing Huang | Zhongyu Wei | Minlong Peng | Mingming Sun | Qi Zhang | Tao Gui Findings of the Association for Computational Linguistics: ACL 2023
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection SongYang Gao | Shihan Dou | Qi Zhang | Xuanjing Huang | Jin Ma | Ying Shan Findings of the Association for Computational Linguistics: ACL 2023
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification Junjie Ye | Jie Zhou | Junfeng Tian | Rui Wang | Qi Zhang | Tao Gui | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback Wei Shen | Rui Zheng | Wenyu Zhan | Jun Zhao | Shihan Dou | Tao Gui | Qi Zhang | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation Chenxi Gu | Xiaoqing Zheng | Jianhan Xu | Muling Wu | Cenyuan Zhang | Chengsong Huang | Hua Cai | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference Xin Zhou | Yi Lu | Ruotian Ma | Tao Gui | Qi Zhang | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information Wentao Zhou | Jun Zhao | Tao Gui | Qi Zhang | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
Measure Children’s Mindreading Ability with Machine Reading Yuliang Yan | Xiaohua Wang | Xiang Zhou | Xiaoqing Zheng | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
Unleashing the Power of Language Models in Text-Attributed Graph Haoyu Kuang | Jiarong Xu | Haozhe Zhang | Zuyu Zhao | Qi Zhang | Xuanjing Huang | Zhongyu Wei Findings of the Association for Computational Linguistics: EMNLP 2023
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts Muling Wu | Wenhao Liu | Jianhan Xu | Changze Lv | Zixuan Ling | Tianlong Li | Longtao Huang | Xiaoqing Zheng | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms Enyu Zhou | Rui Zheng | Zhiheng Xi | Songyang Gao | Xiaoran Fan | Zichu Fei | Jingting Ye | Tao Gui | Qi Zhang | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
Orthogonal Subspace Learning for Language Model Continual Learning Xiao Wang | Tianze Chen | Qiming Ge | Han Xia | Rong Bao | Rui Zheng | Qi Zhang | Tao Gui | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement Zhiheng Xi | Senjie Jin | Yuhao Zhou | Rui Zheng | Songyang Gao | Jia Liu | Tao Gui | Qi Zhang | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization Ningyu Xu | Qi Zhang | Jingting Ye | Menghan Zhang | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2023
One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling Ruoxue Ma | Jiarong Xu | Xinnong Zhang | Haozhe Zhang | Zuyu Zhao | Qi Zhang | Xuanjing Huang | Zhongyu Wei Findings of the Association for Computational Linguistics: EMNLP 2023
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View Ruotian Ma | Xiaolei Wang | Xin Zhou | Qi Zhang | Xuanjing Huang Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining Jingcong Liang | Rong Ye | Meng Han | Qi Zhang | Ruofei Lai | Xinyu Zhang | Zhao Cao | Xuanjing Huang | Zhongyu Wei Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication Zhangyue Yin | Qiushi Sun | Cheng Chang | Qipeng Guo | Junqi Dai | Xuanjing Huang | Xipeng Qiu Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation Xiaohua Wang | Yuliang Yan | Longtao Huang | Xiaoqing Zheng | Xuanjing Huang Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation Jiayu Lin | Rong Ye | Meng Han | Qi Zhang | Ruofei Lai | Xinyu Zhang | Zhao Cao | Xuanjing Huang | Zhongyu Wei Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Certified Robustness to Text Adversarial Attacks by Randomized [MASK] Jiehang Zeng | Jianhan Xu | Xiaoqing Zheng | Xuanjing Huang Computational Linguistics, Volume 49, Issue 2 - June 2023
基于推理链的多跳问答对抗攻击和对抗增强训练方法(Reasoning Chain Based Adversarial Attack and Adversarial Augmentation Training for Multi-hop Question Answering) Jiayu Ding (佳玙丁,) | Siyuan Wang (王思远) | Zhongyu Wei (魏忠钰) | Qin Chen (陈琴) | Xuanjing Huang (黄萱菁) Proceedings of the 22nd Chinese National Conference on Computational Linguistics
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering Siyuan Wang | Zhongyu Wei | Zhihao Fan | Qi Zhang | Xuanjing Huang Proceedings of the 29th International Conference on Computational Linguistics
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck Jie Zhou | Qi Zhang | Qin Chen | Qi Zhang | Liang He | Xuanjing Huang Proceedings of the 29th International Conference on Computational Linguistics
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective Shihan Dou | Rui Zheng | Ting Wu | SongYang Gao | Junjie Shan | Qi Zhang | Yueming Wu | Xuanjing Huang Proceedings of the 29th International Conference on Computational Linguistics
A Progressive Framework for Role-Aware Rumor Resolution Lei Chen | Guanying Li | Zhongyu Wei | Yang Yang | Baohua Zhou | Qi Zhang | Xuanjing Huang Proceedings of the 29th International Conference on Computational Linguistics
PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack Rui Zheng | Rong Bao | Qin Liu | Tao Gui | Qi Zhang | Xuanjing Huang | Rui Xie | Wei Wu Proceedings of the 29th International Conference on Computational Linguistics
CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization Chenxin An | Ming Zhong | Zhiyong Wu | Qin Zhu | Xuanjing Huang | Xipeng Qiu Proceedings of the 29th International Conference on Computational Linguistics
Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning Zhichao Geng | Ming Zhong | Zhangyue Yin | Xipeng Qiu | Xuanjing Huang Proceedings of the 29th International Conference on Computational Linguistics
LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases Zichu Fei | Xin Zhou | Tao Gui | Qi Zhang | Xuanjing Huang Proceedings of the 29th International Conference on Computational Linguistics
Causal Intervention Improves Implicit Sentiment Analysis Siyin Wang | Jie Zhou | Changzhi Sun | Junjie Ye | Tao Gui | Qi Zhang | Xuanjing Huang Proceedings of the 29th International Conference on Computational Linguistics
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks Xin Zhou | Ruotian Ma | Yicheng Zou | Xuanting Chen | Tao Gui | Qi Zhang | Xuanjing Huang | Rui Xie | Wei Wu Proceedings of the 29th International Conference on Computational Linguistics
A Structure-Aware Argument Encoder for Literature Discourse Analysis Yinzi Li | Wei Chen | Zhongyu Wei | Yujun Huang | Chujun Wang | Siyuan Wang | Qi Zhang | Xuanjing Huang | Libo Wu Proceedings of the 29th International Conference on Computational Linguistics
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples Jianhan Xu | Cenyuan Zhang | Xiaoqing Zheng | Linyang Li | Cho-Jui Hsieh | Kai-Wei Chang | Xuanjing Huang Findings of the Association for Computational Linguistics: ACL 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation Tianxiang Sun | Xiangyang Liu | Wei Zhu | Zhichao Geng | Lingling Wu | Yilong He | Yuan Ni | Guotong Xie | Xuanjing Huang | Xipeng Qiu Findings of the Association for Computational Linguistics: ACL 2022
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval Zhihao Fan | Zhongyu Wei | Zejun Li | Siyuan Wang | Xuanjing Huang | Jianqing Fan Findings of the Association for Computational Linguistics: NAACL 2022
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts Xiangyang Liu | Tianxiang Sun | Xuanjing Huang | Xipeng Qiu Findings of the Association for Computational Linguistics: EMNLP 2022
Weight Perturbation as Defense against Adversarial Word Substitutions Jianhan Xu | Linyang Li | Jiping Zhang | Xiaoqing Zheng | Kai-Wei Chang | Cho-Jui Hsieh | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2022
Robust Lottery Tickets for Pre-trained Language Models Rui Zheng | Bao Rong | Yuhao Zhou | Di Liang | Sirui Wang | Wei Wu | Tao Gui | Qi Zhang | Xuanjing Huang Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective Xiao Wang | Shihan Dou | Limao Xiong | Yicheng Zou | Qi Zhang | Tao Gui | Liang Qiao | Zhanzhan Cheng | Xuanjing Huang Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning Qin Liu | Rui Zheng | Bao Rong | Jingyi Liu | ZhiHua Liu | Zhanzhan Cheng | Liang Qiao | Tao Gui | Qi Zhang | Xuanjing Huang Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation Zichu Fei | Qi Zhang | Tao Gui | Di Liang | Sirui Wang | Wei Wu | Xuanjing Huang Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline Xiangyang Liu | Tianxiang Sun | Junliang He | Jiawen Wu | Lingling Wu | Xinyu Zhang | Hao Jiang | Zhao Cao | Xuanjing Huang | Xipeng Qiu Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Template-free Prompt Tuning for Few-shot NER Ruotian Ma | Xin Zhou | Tao Gui | Yiding Tan | Linyang Li | Qi Zhang | Xuanjing Huang Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation Tianxiang Sun | Junliang He | Xipeng Qiu | Xuanjing Huang Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
BBTv2: Towards a Gradient-Free Future with Large Language Models Tianxiang Sun | Zhengfu He | Hong Qian | Yunhua Zhou | Xuanjing Huang | Xipeng Qiu Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding SongYang Gao | Shihan Dou | Qi Zhang | Xuanjing Huang Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? Ningyu Xu | Tao Gui | Ruotian Ma | Qi Zhang | Jingting Ye | Menghan Zhang | Xuanjing Huang Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
Efficient Adversarial Training with Robust Early-Bird Tickets Zhiheng Xi | Rui Zheng | Tao Gui | Qi Zhang | Xuanjing Huang Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion Xin Zhou | Jinzhu Lu | Tao Gui | Ruotian Ma | Zichu Fei | Yuran Wang | Yong Ding | Yibo Cheung | Qi Zhang | Xuanjing Huang Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
ProofInfer: Generating Proof via Iterative Hierarchical Inference Zichu Fei | Qi Zhang | Xin Zhou | Tao Gui | Xuanjing Huang Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
Larger-Context Tagging: When and Why Does It Work? Jinlan Fu | Liangjing Feng | Qi Zhang | Xuanjing Huang | Pengfei Liu Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Mask Attention Networks: Rethinking and Strengthen Transformer Zhihao Fan | Yeyun Gong | Dayiheng Liu | Zhongyu Wei | Siyuan Wang | Jian Jiao | Nan Duan | Ruofei Zhang | Xuanjing Huang Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Discrete Argument Representation Learning for Interactive Argument Pair Identification Lu Ji | Zhongyu Wei | Jing Li | Qi Zhang | Xuanjing Huang Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Accelerating BERT Inference for Sequence Labeling via Early-Exit Xiaonan Li | Yunfan Shao | Tianxiang Sun | Hang Yan | Xipeng Qiu | Xuanjing Huang Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Align Voting Behavior with Public Statements for Legislator Representation Learning Xinyi Mou | Zhongyu Wei | Lei Chen | Shangyi Ning | Yancheng He | Changjian Jiang | Xuanjing Huang Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble Yi Zhou | Xiaoqing Zheng | Cho-Jui Hsieh | Kai-Wei Chang | Xuanjing Huang Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Math Word Problem Solving with Explicit Numerical Values Qinzhuo Wu | Qi Zhang | Zhongyu Wei | Xuanjing Huang Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
SENT: Sentence-level Distant Relation Extraction via Negative Training Ruotian Ma | Tao Gui | Linyang Li | Qi Zhang | Xuanjing Huang | Yaqian Zhou Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
SpanNER: Named Entity Re-/Recognition as Span Prediction Jinlan Fu | Xuanjing Huang | Pengfei Liu Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models Chong Li | Cenyuan Zhang | Xiaoqing Zheng | Xuanjing Huang Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP Zhichao Geng | Hang Yan | Xipeng Qiu | Xuanjing Huang Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing 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 Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens | Xuanjing Huang | Lucia Specia | Scott Wen-tau Yih Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang | Duyu Tang | Nan Duan | Zhongyu Wei | Xuanjing Huang | Jianshu Ji | Guihong Cao | Daxin Jiang | Ming Zhou Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
Attending via both Fine-tuning and Compressing Jie Zhou | Yuanbin Wu | Qin Chen | Xuanjing Huang | Liang He Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens | Xuanjing Huang | Lucia Specia | Scott Wen-tau Yih Findings of the Association for Computational Linguistics: EMNLP 2021
An Enhanced Knowledge Injection Model for Commonsense Generation Zhihao Fan | Yeyun Gong | Zhongyu Wei | Siyuan Wang | Yameng Huang | Jian Jiao | Xuanjing Huang | Nan Duan | Ruofei Zhang Proceedings of the 28th International Conference on Computational Linguistics
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication Ruize Wang | Zhongyu Wei | Ying Cheng | Piji Li | Haijun Shan | Ji Zhang | Qi Zhang | Xuanjing Huang Proceedings of the 28th International Conference on Computational Linguistics
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun | Yunfan Shao | Xipeng Qiu | Qipeng Guo | Yaru Hu | Xuanjing Huang | Zheng Zhang Proceedings of the 28th International Conference on Computational Linguistics
Modeling Evolution of Message Interaction for Rumor Resolution Lei Chen | Zhongyu Wei | Jing Li | Baohua Zhou | Qi Zhang | Xuanjing Huang Proceedings of the 28th International Conference on Computational Linguistics
A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing Hang Yan | Xipeng Qiu | Xuanjing Huang Transactions of the Association for Computational Linguistics, Volume 8
Uncertainty-Aware Label Refinement for Sequence Labeling Tao Gui | Jiacheng Ye | Qi Zhang | Zhengyan Li | Zichu Fei | Yeyun Gong | Xuanjing Huang Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis Xiaoyu Xing | Zhijing Jin | Di Jin | Bingning Wang | Qi Zhang | Xuanjing Huang Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection Ruize Wang | Duyu Tang | Nan Duan | Wanjun Zhong | Zhongyu Wei | Xuanjing Huang | Daxin Jiang | Ming Zhou Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
RethinkCWS: Is Chinese Word Segmentation a Solved Task? Jinlan Fu | Pengfei Liu | Qi Zhang | Xuanjing Huang Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving Qinzhuo Wu | Qi Zhang | Jinlan Fu | Xuanjing Huang Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PathQG: Neural Question Generation from Facts Siyuan Wang | Zhongyu Wei | Zhihao Fan | Zengfeng Huang | Weijian Sun | Qi Zhang | Xuanjing Huang Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Simplify the Usage of Lexicon in Chinese NER Ruotian Ma | Minlong Peng | Qi Zhang | Zhongyu Wei | Xuanjing Huang Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
Extractive Summarization as Text Matching Ming Zhong | Pengfei Liu | Yiran Chen | Danqing Wang | Xipeng Qiu | Xuanjing Huang Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang | Pengfei Liu | Yining Zheng | Xipeng Qiu | Xuanjing Huang Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples Xiaoqing Zheng | Jiehang Zeng | Yi Zhou | Cho-Jui Hsieh | Minhao Cheng | Xuanjing Huang Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
FLAT: Chinese NER Using Flat-Lattice Transformer Xiaonan Li | Hang Yan | Xipeng Qiu | Xuanjing Huang Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons Minlong Peng | Ruotian Ma | Qi Zhang | Lujun Zhao | Mengxi Wei | Changlong Sun | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2020
A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder Xipeng Qiu | Hengzhi Pei | Hang Yan | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2020
Cross-Lingual Dependency Parsing by POS-Guided Word Reordering Lu Liu | Yi Zhou | Jianhan Xu | Xiaoqing Zheng | Kai-Wei Chang | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Yiran Chen | Pengfei Liu | Ming Zhong | Zi-Yi Dou | Danqing Wang | Xipeng Qiu | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2020
Automatic Term Name Generation for Gene Ontology: Task and Dataset Yanjian Zhang | Qin Chen | Yiteng Zhang | Zhongyu Wei | Yixu Gao | Jiajie Peng | Zengfeng Huang | Weijian Sun | Xuanjing Huang Findings of the Association for Computational Linguistics: EMNLP 2020
A Lexicon-Based Graph Neural Network for Chinese NER Tao Gui | Yicheng Zou | Qi Zhang | Minlong Peng | Jinlan Fu | Zhongyu Wei | Xuanjing Huang Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
Asynchronous Deep Interaction Network for Natural Language Inference Di Liang | Fubao Zhang | Qi Zhang | Xuanjing Huang Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge Luyao Huang | Chi Sun | Xipeng Qiu | Xuanjing Huang Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
A Closer Look at Data Bias in Neural Extractive Summarization Models Ming Zhong | Danqing Wang | Pengfei Liu | Xipeng Qiu | Xuanjing Huang Proceedings of the 2nd Workshop on New Frontiers in Summarization
VCWE: Visual Character-Enhanced Word Embeddings Chi Sun | Xipeng Qiu | Xuanjing Huang Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
Searching for Effective Neural Extractive Summarization: What Works and What’s Next Ming Zhong | Pengfei Liu | Danqing Wang | Xipeng Qiu | Xuanjing Huang Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng | Xiaoyu Xing | Qi Zhang | Jinlan Fu | Xuanjing Huang Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
Generating Responses with a Specific Emotion in Dialog Zhenqiao Song | Xiaoqing Zheng | Lu Liu | Mu Xu | Xuanjing Huang Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai | Jianze Liang | Xipeng Qiu | Xuanjing Huang Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning Zhihao Fan | Zhongyu Wei | Siyuan Wang | Xuanjing Huang Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
Incorporating Topic Aspects for Online Comment Convincingness Evaluation Yunfan Gu | Zhongyu Wei | Maoran Xu | Hao Fu | Yang Liu | Xuanjing Huang Proceedings of the 5th Workshop on Argument Mining
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis Yicheng Zou | Tao Gui | Qi Zhang | Xuanjing Huang Proceedings of the 27th International Conference on Computational Linguistics
A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators Zhihao Fan | Zhongyu Wei | Siyuan Wang | Yang Liu | Xuanjing Huang Proceedings of the 27th International Conference on Computational Linguistics
Information Aggregation via Dynamic Routing for Sequence Encoding Jingjing Gong | Xipeng Qiu | Shaojing Wang | Xuanjing Huang Proceedings of the 27th International Conference on Computational Linguistics
Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model Lu Ji | Zhongyu Wei | Xiangkun Hu | Yang Liu | Qi Zhang | Xuanjing Huang Proceedings of the 27th International Conference on Computational Linguistics
Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning Yucheng Wang | Zhongyu Wei | Yaqian Zhou | Xuanjing Huang Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Convolutional Interaction Network for Natural Language Inference Jingjing Gong | Xipeng Qiu | Xinchi Chen | Dong Liang | Xuanjing Huang Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging Tao Gui | Qi Zhang | Jingjing Gong | Minlong Peng | Di Liang | Keyu Ding | Xuanjing Huang Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Cross-Domain Sentiment Classification with Target Domain Specific Information Minlong Peng | Qi Zhang | Yu-gang Jiang | Xuanjing Huang Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Task-oriented Dialogue System for Automatic Diagnosis Zhongyu Wei | Qianlong Liu | Baolin Peng | Huaixiao Tou | Ting Chen | Xuanjing Huang | Kam-fai Wong | Xiangying Dai Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
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