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Viewing Publication 1 - 48 from 48

2022

Overview of the NLPCC 2022 Shared Task on Multimodal Product SummarizationHaoran Li 0001, Peng Yuan 0002, Haoning Zhang, Weikang Li, Song Xu 0002, Youzheng Wu, Xiaodong He 0002. nlpcc 2022: 300-307 [doi]

P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-TrainingJunwei Bao 0001, Yifan Wang, Ying Jiangyong, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He 0002. emnlp 2022: 6663-6675 [doi]

PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-TrainingSong Xu 0002, Haoran Li 0001, Peng Yuan 0002, Youzheng Wu, Xiaodong He 0002. emnlp 2022: 2675-2681 [doi]

SCaLa: Supervised Contrastive Learning for End-to-End Speech RecognitionLi Fu, Xiaoxiao Li, Runyu Wang, Lu Fan, Zhengchen Zhang, Meng Chen 0006, Youzheng Wu, Xiaodong He 0002. interspeech 2022: 1006-1010 [doi]

Query Prior Matters: A MRC Framework for Multimodal Named Entity RecognitionMeihuizi Jia, Xin Shen, Lei Shen, Jinhui Pang, Lejian Liao, Yang Song 0008, Meng Chen 0006, Xiaodong He 0002. mm 2022: 3549-3558 [doi]

E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer ServiceMeihuizi Jia, Ruixue Liu, PeiYing Wang, Yang Song 0008, Zexi Xi, Haobin Li, Xin Shen, Meng Chen, Jinhui Pang, Xiaodong He 0002. lrec 2022: 5787-5796 [doi]

Legal Charge Prediction via Bilinear Attention NetworkYuquan Le, Yuming Zhao, Meng Chen, Zhe Quan, Xiaodong He 0002, Kenli Li 0001. CIKM 2022: 1024-1033 [doi]

Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training BaselineRuixue Liu, Shaozu Yuan, Aijun Dai, Lei Shen, Tiangang Zhu, Meng Chen, Xiaodong He 0002. COLING 2022: 3741-3752 [doi]

Don't Take It Literally: An Edit-Invariant Sequence Loss for Text GenerationGuangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Junwei Bao 0001, Zhen Li 0026, Xiaodong He 0002, Shuguang Cui, Zhiting Hu. naacl 2022: 2055-2078 [doi]

BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented DialogHaipeng Sun, Junwei Bao 0001, Youzheng Wu, Xiaodong He 0002. naacl 2022: 2156-2170 [doi]

Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service ChatbotsYang Sun, Liangqing Wu, Shuangyong Song, Xiaoguang Yu, Xiaodong He 0002, Guohong Fu. COLING 2022: 616-625 [doi]

Building Robust Spoken Language Understanding by Cross Attention Between Phoneme Sequence and ASR HypothesisZexun Wang, Yuquan Le, Yi Zhu, Yuming Zhao, Mingchao Feng, Meng Chen 0006, Xiaodong He 0002. icassp 2022: 7147-7151 [doi]

MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question AnsweringYingyao Wang, Junwei Bao 0001, Chaoqun Duan, Youzheng Wu, Xiaodong He 0002, Tiejun Zhao. emnlp 2022: 6687-6697 [doi]

LUNA: Learning Slot-Turn Alignment for Dialogue State TrackingYifan Wang, Jing Zhao, Junwei Bao 0001, Chaoqun Duan, Youzheng Wu, Xiaodong He 0002. naacl 2022: 3319-3328 [doi]

Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State TrackingHongyan Xie, Haoxiang Su, Shuangyong Song, Hao Huang, Bo Zou, Kun Deng, Jianghua Lin, Zhihui Zhang, Xiaodong He 0002. emnlp 2022: 876-889 [doi]

AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQLGuanming Xiong, Junwei Bao 0001, Wen Zhao, Youzheng Wu, Xiaodong He 0002. CIKM 2022: 2250-2259 [doi]

Gated Multimodal Fusion with Contrastive Learning for Turn-Taking Prediction in Human-Robot DialogueJiudong Yang, PeiYing Wang, Yi Zhu, Mingchao Feng, Meng Chen 0006, Xiaodong He 0002. icassp 2022: 7747-7751 [doi]

Learning to Generate Poetic Chinese Landscape Painting with CalligraphyShaozu Yuan, Aijun Dai, Zhiling Yan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He 0002. IJCAI 2022: 5019-5022 [doi]

SE-GAN: Skeleton Enhanced Gan-Based Model for Brush Handwriting Font GenerationShaozu Yuan, Ruixue Liu, Meng Chen 0006, Baoyang Chen, Zhijie Qiu, Xiaodong He 0002. icmcs 2022: 1-6 [doi]

Label Anchored Contrastive Learning for Language UnderstandingZhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He 0002. naacl 2022: 1437-1449 [doi]

A Multi-Factor Classification Framework for Completing Users' Fuzzy Queries (Student Abstract)Yaning Zhang, Liangqing Wu, Yangyang Wang, Jia Wang, Xiaoguang Yu, Shuangyong Song, Youzheng Wu, Xiaodong He 0002. AAAI 2022: 13113-13114 [doi]

JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and SummarizationNan Zhao, Haoran Li 0001, Youzheng Wu, Xiaodong He 0002. emnlp 2022: 12037-12051 [doi]

Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERTJing Zhao, Yifan Wang, Junwei Bao 0001, Youzheng Wu, Xiaodong He 0002. acl 2022: 4811-4820 [doi]

UniRPG: Unified Discrete Reasoning over Table and Text as Program GenerationYongwei Zhou, Junwei Bao 0001, Chaoqun Duan, Youzheng Wu, Xiaodong He 0002, Tiejun Zhao. emnlp 2022: 7494-7507 [doi]

OPERA: Operation-Pivoted Discrete Reasoning over TextYongwei Zhou, Junwei Bao 0001, Chaoqun Duan, Haipeng Sun, Jiahui Liang, Yifan Wang, Jing Zhao, Youzheng Wu, Xiaodong He 0002, Tiejun Zhao. naacl 2022: 1655-1666 [doi]

Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language UnderstandingYi Zhu, Zexun Wang, Hang Liu, PeiYing Wang, Mingchao Feng, Meng Chen, Xiaodong He 0002. interspeech 2022: 1131-1135 [doi]

2021

Learn to Copy from the Copying History: Correlational Copy Network for Abstractive SummarizationHaoran Li 0001, Song Xu 0002, Peng Yuan 0002, Yujia Wang, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. emnlp 2021: 4091-4101 [doi]

K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-CommerceSong Xu 0002, Haoran Li 0001, Peng Yuan 0002, Yujia Wang, Youzheng Wu, Xiaodong He 0002, Ying Liu, Bowen Zhou. emnlp 2021: 1-17 [doi]

Incremental Learning for End-to-End Automatic Speech RecognitionLi Fu, Xiaoxiao Li, Libo Zi, Zhengchen Zhang, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. asru 2021: 320-327 [doi]

Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment ClassificationXiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang 0019, Xiaodong He 0002, Bowen Zhou. naacl 2021: 2884-2894 [doi]

CUSTOM: Aspect-Oriented Product Summarization for E-CommerceJiahui Liang, Junwei Bao 0001, Yifan Wang, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. nlpcc 2021: 124-136 [doi]

Conversational Query Rewriting with Self-Supervised LearningHang Liu, Meng Chen 0006, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. icassp 2021: 7628-7632 [doi]

RevCore: Review-Augmented Conversational RecommendationYu Lu, Junwei Bao 0001, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He 0002. acl 2021: 1161-1173 [doi]

ViDA-MAN: Visual Dialog with Digital HumansTong Shen, Jiawei Zuo, Fan Shi, Jin Zhang, Liqin Jiang, Meng Chen 0006, Zhengchen Zhang, Wei Zhang, Xiaodong He 0002, Tao Mei. mm 2021: 2789-2791 [doi]

Learning to Compose Stylistic Calligraphy Artwork with EmotionsShaozu Yuan, Ruixue Liu, Meng Chen 0006, Baoyang Chen, Zhijie Qiu, Xiaodong He 0002. mm 2021: 3701-3709 [doi]

RoR: Read-over-Read for Long Document Machine Reading ComprehensionJing Zhao, Junwei Bao 0001, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. emnlp 2021: 1862-1872 [doi]

SGG: Learning to Select, Guide, and Generate for Keyphrase GenerationJing Zhao, Junwei Bao 0001, Yifan Wang, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. naacl 2021: 5717-5726 [doi]

EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading ComprehensionYongwei Zhou, Junwei Bao 0001, Haipeng Sun, Jiahui Liang, Youzheng Wu, Xiaodong He 0002, Bowen Zhou, Tiejun Zhao. nlpcc 2021: 439-452 [doi]

2020

Multimodal Sentence Summarization via Multimodal Selective EncodingHaoran Li 0001, Junnan Zhu, Jiajun Zhang, Xiaodong He 0002, Chengqing Zong. COLING 2020: 5655-5667 [doi]

On the Faithfulness for E-commerce Product SummarizationPeng Yuan 0002, Haoran Li 0001, Song Xu, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. COLING 2020: 5712-5717 [doi]

Learning to Predict Charges for Legal Judgment via Self-Attentive Capsule NetworkYuquan Le, Congqing He, Meng Chen 0006, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. ecai 2020: 1802-1809 [doi]

MaLiang: An Emotion-driven Chinese Calligraphy Artwork Composition SystemRuixue Liu, Shaozu Yuan, Meng Chen 0006, Baoyang Chen, Zhijie Qiu, Xiaodong He 0002. mm 2020: 4394-4396 [doi]

Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer ServiceRuixue Liu, Meng Chen 0006, Hang Liu, Lei Shen, Yang Song 0008, Xiaodong He 0002. nlpcc 2020: 65-77 [doi]

Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced SpeedWei Song, Guanghui Xu, Zhengchen Zhang, Chao Zhang 0031, Xiaodong He 0002, Bowen Zhou. interspeech 2020: 225-229 [doi]

The JD AI Speaker Verification System for the FFSVC 2020 ChallengeYing Tong, Wei Xue, Shanluo Huang, Lu Fan, Chao Zhang 0031, Guohong Ding, Xiaodong He 0002. interspeech 2020: 3476-3480 [doi]

Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware TrainingYingyao Wang, Junwei Bao 0001, Guangyi Liu, Youzheng Wu, Xiaodong He 0002, Bowen Zhou, Tiejun Zhao. COLING 2020: 5799-5809 [doi]

Enhancing Automated Essay Scoring Performance via Cohesion Measurement and Combination of Regression and RankingRuosong Yang, Jiannong Cao 0001, Zhiyuan Wen, Youzheng Wu, Xiaodong He 0002. emnlp 2020: 1560-1569 [doi]

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce ProductTiangang Zhu, Yue Wang, Haoran Li 0001, Youzheng Wu, Xiaodong He 0002, Bowen Zhou. emnlp 2020: 2129-2139 [doi]

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