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Viewing Publication 1 - 79 from 79

2024

Learning to Select External Knowledge With Multi-Scale Negative SamplingHuang He, Hua Lu 0014, Siqi Bao, Fan Wang, Hua Wu 0003, Zheng-Yu Niu, Haifeng Wang 0001. taslp, 32:714-720, 2024. [doi]

2023

RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station RecommendationWeijia Zhang 0003, Hao Liu 0026, Hui Xiong 0001, Tong Xu 0001, Fan Wang, Haoran Xin, Hua Wu 0003. tkde, 35(6):6290-6304, June 2023. [doi]

Towards Boosting the Open-Domain Chatbot with Human FeedbackHua Lu 0014, Siqi Bao, Huang He, Fan Wang, Hua Wu 0003, Haifeng Wang 0001. acl 2023: 4060-4078 [doi]

Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint ModelingMingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu 0003. acl 2023: 1730-1745 [doi]

A method for multiple-sequence-alignment-free protein structure prediction using a protein language modelXiaomin Fang, Fan Wang, Lihang Liu, Jingzhou He, Dayong Lin, Yingfei Xiang, Kunrui Zhu, Xiaonan Zhang, Hua Wu 0003, Hui Li, Le Song. natmi, 5(10):1087-1096, October 2023. [doi]

A High-Order Curvature Compensated CMOS Bandgap Reference Without ResistorsXiuping Feng, Hua Wu 0003, Libin Huang, Jia Yao, Wei Zeng, Xianguo Cao. cssp, 42(11):6444-6459, November 2023. [doi]

ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-ExpertsZhida Feng, Zhenyu Zhang 0006, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu 0004, Weichong Yin, Shikun Feng, Yu Sun, Li Chen, Hao Tian, Hua Wu 0003, Haifeng Wang 0001. cvpr 2023: 10135-10145 [doi]

Learning Multilingual Sentence Representations with Cross-lingual Consistency RegularizationPengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu 0003, Haifeng Wang 0001. emnlp 2023: 243-262 [doi]

Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency RegularizationPengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu 0003, Haifeng Wang 0001. acl 2023: 12103-12119 [doi]

IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language UnderstandingPeijian Gu, Yaozong Shen, Lijie Wang, Quan Wang, Hua Wu 0003, Zhendong Mao. emnlp 2023: 11966-11977 [doi]

Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency RewardZhe Hu, Zhiwei Cao, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Jinsong Su, Hua Wu 0003. taslp, 31:188-199, 2023. [doi]

Graph-Grounded Goal Planning for Conversational RecommendationZeming Liu, Ding Zhou, Hao Liu 0026, Haifeng Wang 0001, Zheng-Yu Niu, Hua Wu 0003, Wanxiang Che, Ting Liu 0001, Hui Xiong 0001. tkde, 35(5):4923-4939, May 2023. [doi]

Universal Information Extraction as Unified Semantic MatchingJie Lou, Yaojie Lu 0001, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun 0001, Hua Wu 0003. AAAI 2023: 13318-13326 [doi]

Modeling for Low Power Bypass Window SAR ADC Based on Highest Weight Capacitor SplittingKangkang Sun, Hua Wu 0003, Jian Guan, Zhipeng Li, Jingjing Liu. icecsys 2023: 1-4 [doi]

IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU modelsXiaoyue Wang, Xin Liu, Lijie Wang, Yaoxiang Wang, Jinsong Su, Hua Wu 0003. emnlp 2023: 9176-9186 [doi]

Towards Zero-Shot Persona Dialogue Generation with In-Context LearningXinchao Xu, Zeyang Lei, WenQuan Wu, Zheng-Yu Niu, Hua Wu 0003, Haifeng Wang 0001. acl 2023: 1387-1398 [doi]

2022

Non-Autoregressive Chinese ASR Error Correction with Phonological TrainingZheng Fang 0002, Ruiqing Zhang, Zhongjun He, Hua Wu 0003, Yanan Cao. naacl 2022: 5907-5917 [doi]

PLATO-XL: Exploring the Large-scale Pre-training of Dialogue GenerationSiqi Bao, Huang He, Fan Wang, Hua Wu 0003, Haifeng Wang 0001, WenQuan Wu, Zhihua Wu, Zhen Guo, Hua Lu 0014, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zheng-Yu Niu. ijcnlp 2022: 107-118 [doi]

HelixMO: Sample-Efficient Molecular Optimization in Scene-Sensitive Latent SpaceZhiyuan Chen, Xiaomin Fang, Zixu Hua, Yueyang Huang, Fan Wang, Hua Wu 0003. bibm 2022: 315-321 [doi]

Geometry-enhanced molecular representation learning for property predictionXiaomin Fang, Lihang Liu, Jieqiong Lei, Donglong He, Shanzhuo Zhang, Jingbo Zhou, Fan Wang, Hua Wu 0003, Haifeng Wang 0001. natmi, 4(2):127-134, 2022. [doi]

Bi-SimCut: A Simple Strategy for Boosting Neural Machine TranslationPengzhi Gao, Zhongjun He, Hua Wu 0003, Haifeng Wang 0001. naacl 2022: 3938-3948 [doi]

DTSyn: a dual-transformer-based neural network to predict synergistic drug combinationsJing Hu, Jie Gao, Xiaomin Fang, Zijing Liu, Fan Wang, Weili Huang, Hua Wu 0003, Guodong Zhao. bib, 23(5), 2022. [doi]

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-trainingLuyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu 0003. acl 2022: 2552-2566 [doi]

PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt LearningZeyang Lei, Chao Zhang, Xinchao Xu, WenQuan Wu, Zheng-Yu Niu, Hua Wu 0003, Haifeng Wang 0001, Yi Yang, Shuanglong Li. emnlp 2022: 512-520 [doi]

CLOP: Video-and-Language Pre-Training with Knowledge RegularizationsGuohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu 0003, Haifeng Wang 0001. mm 2022: 4584-4593 [doi]

BatchDTA: implicit batch alignment enhances deep learning-based drug-target affinity estimationHongyu Luo, Yingfei Xiang, Xiaomin Fang, Wei Li 0176, Fan Wang, Hua Wu 0003, Haifeng Wang 0001. bib, 23(4), 2022. [doi]

vis: A Chinese Dataset for Open-domain Document Visual Question AnsweringLe Qi, Shangwen Lv, HongYu Li, Jing Liu, Yu Zhang, Qiaoqiao She, Hua Wu 0003, Haifeng Wang, Ting Liu. acl 2022: 1338-1351 [doi]

Q-TOD: A Query-driven Task-oriented Dialogue SystemXin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu 0003. emnlp 2022: 7260-7271 [doi]

Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-LearningFan Wang, Hao Tian, Haoyi Xiong, Hua Wu 0003, Jie Fu, Yang Cao 0010, Yu Kang 0001, Haifeng Wang 0001. tmlr, 2022, 2022. [doi]

Towards Knowledge-Aware Video Captioning via Transitive Visual Relationship DetectionBofeng Wu, Guocheng Niu, Jun Yu 0002, Xinyan Xiao, Jian Zhang 0026, Hua Wu 0003. tcsv, 32(10):6753-6765, 2022. [doi]

Syntax-guided Contrastive Learning for Pre-trained Language ModelShuai Zhang, Lijie Wang, Xinyan Xiao, Hua Wu 0003. acl 2022: 2430-2440 [doi]

CDConv: A Benchmark for Contradiction Detection in Chinese ConversationsChujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, WenQuan Wu, Zheng-Yu Niu, Hua Wu 0003, Minlie Huang. emnlp 2022: 18-29 [doi]

2021

ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene GraphsFei Yu 0010, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian, Hua Wu 0003, Haifeng Wang 0001. AAAI 2021: 3208-3216 [doi]

Coherent Dialog Generation with Query GraphJun Xu 0027, Zeyang Lei, Haifeng Wang 0001, Zheng-Yu Niu, Hua Wu 0003, Wanxiang Che, Jizhou Huang, Ting Liu 0001. talip, 20(6), 2021. [doi]

PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningSiqi Bao, Huang He, Fan Wang, Hua Wu 0003, Haifeng Wang 0001, WenQuan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu. acl 2021: 2513-2525 [doi]

SgSum: Transforming Multi-document Summarization into Sub-graph SelectionMoye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu 0003, Haifeng Wang 0001. emnlp 2021: 4063-4074 [doi]

Learning with Noisy Correspondence for Cross-modal MatchingZhenyu Huang, Guocheng Niu, Xiao Liu, Wenbiao Ding, Xinyan Xiao, Hua Wu 0003, Xi Peng. nips 2021: 29406-29419 [doi]

Mixup Decoding for Diverse Machine TranslationJicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu 0003, Haifeng Wang 0001. emnlp 2021: 312-320 [doi]

UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive LearningWei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu 0003, Haifeng Wang 0001. acl 2021: 2592-2607 [doi]

DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational RecommendationZeming Liu, Haifeng Wang 0001, Zhengyu Niu, Hua Wu 0003, Wanxiang Che. emnlp 2021: 4335-4347 [doi]

From Learning-to-Match to Learning-to-Discriminate: Global Prototype Learning for Few-shot Relation ClassificationFangchao Liu, Xinyan Xiao, Lingyong Yan, Hongyu Lin, Xianpei Han, Dai Dai, Hua Wu 0003, Le Sun 0001. cncl 2021: 193-208 [doi]

ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual CorporaXuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu 0003, Haifeng Wang 0001. emnlp 2021: 27-38 [doi]

RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringYingqi Qu, Yuchen Ding, Jing Liu 0022, Kai Liu 0023, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu 0003, Haifeng Wang 0001. naacl 2021: 5835-5847 [doi]

PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage RetrievalRuiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu 0022, Wayne Xin Zhao, Qiaoqiao She, Hua Wu 0003, Haifeng Wang 0001, Ji-Rong Wen. acl 2021: 2173-2183 [doi]

DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World ApplicationsHongxuan Tang, HongYu Li, Jing Liu 0022, Yu Hong, Hua Wu 0003, Haifeng Wang 0001. acl 2021: 955-963 [doi]

BASS: Boosting Abstractive Summarization with Unified Semantic GraphWenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu 0003, Haifeng Wang 0001. acl 2021: 6052-6067 [doi]

ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language UnderstandingDongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu 0003, Haifeng Wang 0001. naacl 2021: 1702-1715 [doi]

Correcting Chinese Spelling Errors with Phonetic Pre-trainingRuiqing Zhang, Chao Pang, Chuanqiang Zhang, Shuohuan Wang, Zhongjun He, Yu Sun, Hua Wu 0003, Haifeng Wang 0001. acl 2021: 2250-2261 [doi]

2020

Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment ClassificationYunjie Ji, Hao Liu, Bolei He, Xinyan Xiao, Hua Wu 0003, Yanhua Yu. emnlp 2020: 7012-7023 [doi]

Leveraging Graph to Improve Abstractive Multi-Document SummarizationWei Li, Xinyan Xiao, Jiachen Liu, Hua Wu 0003, Haifeng Wang, Junping Du. acl 2020: 6232-6243 [doi]

Towards Conversational Recommendation over Multi-Type DialogsZeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu 0003, Wanxiang Che, Ting Liu 0001. acl 2020: 1036-1049 [doi]

Syntactic and Semantic-driven Learning for Open Information ExtractionJialong Tang, Yaojie Lu 0001, Hongyu Lin, Xianpei Han, Le Sun 0001, Xinyan Xiao, Hua Wu 0003. emnlp 2020: 782-792 [doi]

SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisHao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu 0003, Haifeng Wang, Feng Wu. acl 2020: 4067-4076 [doi]

DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL DatasetLijie Wang, Ao Zhang, Kun Wu, Ke Sun 0005, Zhenghua Li, Hua Wu 0003, Min Zhang 0005, Haifeng Wang. emnlp 2020: 6923-6935 [doi]

ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationDongling Xiao, Han Zhang, Yu-Kun Li, Yu Sun, Hao Tian, Hua Wu 0003, Haifeng Wang. IJCAI 2020: 3997-4003 [doi]

Enhancing Dialog Coherence with Event Graph Grounded Content PlanningJun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu 0003, Wanxiang Che. IJCAI 2020: 3941-3947 [doi]

Learning Adaptive Segmentation Policy for Simultaneous TranslationRuiqing Zhang, Chuanqiang Zhang, Zhongjun He, Hua Wu 0003, Haifeng Wang. emnlp 2020: 2280-2289 [doi]

Exploring Contextual Word-level Style Relevance for Unsupervised Style TransferChulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu 0003. acl 2020: 7135-7144 [doi]

2019

Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehensionan Yang, Quan Wang, Jing Liu, Kai Liu, Yajuan Lyu, Hua Wu 0003, Qiaoqiao She, Sujian Li. acl 2019: 2346-2357 [doi]

Multi-agent Learning for Neural Machine TranslationTianchi Bi, Hao Xiong, Zhongjun He, Hua Wu 0003, Haifeng Wang. emnlp 2019: 856-865 [doi]

ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation ClassificationWei Jia, Dai Dai, Xinyan Xiao, Hua Wu 0003. acl 2019: 1399-1408 [doi]

D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading ComprehensionHongYu Li, Xiyuan Zhang, Yibing Liu, Yiming Zhang, Quan Wang, Xiangyang Zhou, Jing Liu 0022, Hua Wu 0003, Haifeng Wang. acl-mrqa 2019: 212-219 [doi]

Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsZhibin Liu, Zheng-Yu Niu, Hua Wu 0003, Haifeng Wang. emnlp 2019: 1782-1792 [doi]

STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix FrameworkMingbo Ma, Liang Huang 0001, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu 0003, Haifeng Wang. acl 2019: 3025-3036 [doi]

Enhancing Local Feature Extraction with Global Representation for Neural Text ClassificationGuocheng Niu, Hengru Xu, Bolei He, Xinyan Xiao, Hua Wu 0003, Sheng Gao. emnlp 2019: 496-506 [doi]

Baidu Neural Machine Translation Systems for WMT19Meng Sun, Bojian Jiang, Hao Xiong, Zhongjun He, Hua Wu 0003, Haifeng Wang. wmt 2019: 374-381 [doi]

Modeling Coherence for Discourse Neural Machine TranslationHao Xiong, Zhongjun He, Hua Wu 0003, Haifeng Wang. AAAI 2019: 7338-7345 [doi]

2018

Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkHua Wu 0003, Yi Liu, Ying Chen, Wayne Xin Zhao, Daxiang Dong, Dianhai Yu, Xiangyang Zhou, Lu Li. acl 2018: 1118-1127 [doi]

Multi-Passage Machine Reading Comprehension with Cross-Passage Answer VerificationHua Wu 0003, Haifeng Wang, Sujian Li, Wei He, Yizhong Wang, Jing Liu, Kai Liu, Yajuan Lyu. acl 2018: 1918-1927 [doi]

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world ApplicationsWei He, Kai Liu, Jing Liu, Yajuan Lyu, Shiqi Zhao, Xinyan Xiao, Yuan Liu, Yizhong Wang, Hua Wu 0003, Qiaoqiao She, Xuan Liu, Tian Wu, Haifeng Wang. acl 2018: 37-46 [doi]

A New Method of Region Embedding for Text ClassificationChao Qiao, Bo Huang, Guocheng Niu, Daren Li, Daxiang Dong, Wei He 0001, Dianhai Yu, Hua Wu 0003. iclr 2018: [doi]

Multi-Channel Encoder for Neural Machine TranslationHao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu 0003. AAAI 2018: 4962-4969 [doi]

Addressing Troublesome Words in Neural Machine TranslationYang Zhao, Jiajun Zhang, Zhongjun He, Chengqing Zong, Hua Wu 0003. emnlp 2018: 391-400 [doi]

2015

Improved beam search with constrained softmax for NMTXiaoguang Hu, Wei Li, Xiang Lan, Hua Wu 0003, Haifeng Wang 0001. mtsummit 2015: [doi]

2007

Comparative study of word alignment heuristics and phrase-based SMTHua Wu 0003, Haifeng Wang 0001. mtsummit 2007: [doi]

Log-linear generation models for example-based machine translationZhanyi Liu, Haifeng Wang 0001, Hua Wu 0003. mtsummit 2007: [doi]

Improving statistical word alignment with various cluesDengjun Ren, Hua Wu 0003, Haifeng Wang 0001. mtsummit 2007: [doi]

2005

Boosting Statistical Word AlignmentHua Wu 0003, Haifeng Wang 0001. mtsummit 2005: 313-320 [doi]

Example-based Machine Translation Based on TSC and Statistical GenerationZhanyi Liu, Haifeng Wang 0001, Hua Wu 0003. mtsummit 2005: 25-32 [doi]

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