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2020 – today
- 2023
[j24]Chenguang Li
, Jiaqing Liang, Yanghua Xiao, Haiyun Jiang:
Towards Fine-Grained Concept Generation. IEEE Trans. Knowl. Data Eng. 35(1): 986-997 (2023)- [c125]Xiaodan Wang, Lei Li, Zhixu Li, Xuwu Wang, Xiangru Zhu, Chengyu Wang, Jun Huang, Yanghua Xiao:
AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models. WSDM 2023: 456-464 - [c124]Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen:
Can Pre-trained Language Models Understand Chinese Humor? WSDM 2023: 465-480 - [i50]Dakuan Lu, Hengkui Wu, Jiaqing Liang, Yipei Xu, Qianyu He, Yipeng Geng, Mengkun Han, Yingsi Xin, Yanghua Xiao:
BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark. CoRR abs/2302.09432 (2023) - 2022
- [j23]Jingping Liu, Tao Chen, Chao Wang, Jiaqing Liang, Lihan Chen, Yanghua Xiao, Yunwen Chen, Ke Jin:
VoCSK: Verb-oriented commonsense knowledge mining with taxonomy-guided induction. Artif. Intell. 310: 103744 (2022) - [j22]Jiangjie Chen, Yanghua Xiao:
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review. IEEE Data Eng. Bull. 45(4): 39-59 (2022) - [j21]Lihan Chen, Sihang Jiang, Jingping Liu, Chao Wang, Sheng Zhang, Chenhao Xie, Jiaqing Liang, Yanghua Xiao, Rui Song:
Rule mining over knowledge graphs via reinforcement learning. Knowl. Based Syst. 242: 108371 (2022) - [j20]Chao Wang, Haiyun Jiang, Tao Chen, Jingping Liu, Menghui Wang, Sihang Jiang, Zhixu Li, Yanghua Xiao:
Entity understanding with hierarchical graph learning for enhanced text classification. Knowl. Based Syst. 244: 108576 (2022) - [j19]Liang He, Bin Shao, Yanghua Xiao, Yatao Li, Tie-Yan Liu, Enhong Chen, Huanhuan Xia:
Neurally-Guided Semantic Navigation in Knowledge Graph. IEEE Trans. Big Data 8(3): 607-615 (2022) - [j18]Chen Lin, Dugang Liu, Hanghang Tong, Yanghua Xiao:
Spiral of Silence and Its Application in Recommender Systems. IEEE Trans. Knowl. Data Eng. 34(6): 2934-2947 (2022) - [j17]Deqing Yang, Chenlu Shen, Baichuan Liu, Lyuxin Xue, Yanghua Xiao:
Generating Knowledge-Based Attentive User Representations for Sparse Interaction Recommendation. IEEE Trans. Knowl. Data Eng. 34(9): 4270-4284 (2022) - [c123]Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. AAAI 2022: 10473-10481 - [c122]Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. AAAI 2022: 10482-10491 - [c121]Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. ACL (Findings) 2022: 3941-3955 - [c120]Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang, Ming Yan, Lihan Chen, Yanghua Xiao:
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types. ACL (1) 2022: 4785-4797 - [c119]Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao:
Can Pre-trained Language Models Interpret Similes as Smart as Human? ACL (1) 2022: 7875-7887 - [c118]Lihan Chen, Jingping Liu, Sihang Jiang, Chao Wang, Jiaqing Liang, Yanghua Xiao, Sheng Zhang, Rui Song:
Crossword Puzzle Resolution via Monte Carlo Tree Search. ICAPS 2022: 35-43 - [c117]Yu Hong, Zhixu Li, Jianfeng Qu, Jiaqing Liang, Yi Luo, Miyu Zhang, Yanghua Xiao, Wei Wang:
Can We Have Both Fish and Bear's Paw?: Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift. CIKM 2022: 758-767 - [c116]Hanwen Tong, Chenhao Xie, Jiaqing Liang, Qianyu He, Zhiang Yue, Jingping Liu, Yanghua Xiao, Wenguang Wang:
A Context-Enhanced Generate-then-Evaluate Framework for Chinese Abbreviation Prediction. CIKM 2022: 1945-1954 - [c115]Kaiyan Cao, Deqing Yang, Jingping Liu, Jiaqing Liang, Yanghua Xiao, Feng Wei, Baohua Wu, Quan Lu:
A Context-Enhanced Transformer with Abbr-Recover Policy for Chinese Abbreviation Prediction. CIKM 2022: 2944-2953 - [c114]Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha, Yanghua Xiao:
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts. COLING 2022: 1855-1864 - [c113]Chengwei Hu, Deqing Yang, Haoliang Jin, Zhen Chen, Yanghua Xiao:
Improving Continual Relation Extraction through Prototypical Contrastive Learning. COLING 2022: 1885-1895 - [c112]Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang:
Human-in-the-loop Robotic Grasping Using BERT Scene Representation. COLING 2022: 2992-3006 - [c111]Xuantao Lu, Jingping Liu, Zhouhong Gu, Hanwen Tong, Chenhao Xie, Junyang Huang, Yanghua Xiao, Wenguang Wang:
Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning. COLING 2022: 5419-5431 - [c110]Ailisi Li, Yanghua Xiao, Jiaqing Liang, Yunwen Chen:
Semantic-Based Data Augmentation for Math Word Problems. DASFAA (3) 2022: 36-51 - [c109]Xueyao Jiang, Ailisi Li, Jiaqing Liang, Bang Liu, Rui Xie, Wei Wu, Zhixu Li, Yanghua Xiao:
Visualizable or Non-visualizable? Exploring the Visualizability of Concepts in Multi-modal Knowledge Graph. DASFAA (1) 2022: 180-187 - [c108]Shineng Fang, Jiangjie Chen, Xinyao Shen, Yunwen Chen, Yanghua Xiao:
FalCon: A Faithful Contrastive Framework for Response Generation in TableQA Systems. DASFAA (3) 2022: 197-212 - [c107]Junyang Huang, Xuantao Lu, Jiaqing Liang, Qiaoben Bao, Chen Huang, Yanghua Xiao, Bang Liu, Yunwen Chen:
Knowing What I Don't Know: A Generation Assisted Rejection Framework in Knowledge Base Question Answering. DASFAA (3) 2022: 238-246 - [c106]Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Jiabo Ye, Ming Yan, Yanghua Xiao:
PromptMNER: Prompt-Based Entity-Related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition. DASFAA (3) 2022: 297-305 - [c105]Yu Hong, Yanghua Xiao, Wei Wang, Yunwen Chen:
Modeling Uncertainty in Neural Relation Extraction. DASFAA (3) 2022: 340-348 - [c104]Xuwu Wang, Xueyao Jiang, Sihang Jiang, Zhixu Li, Yanghua Xiao:
Utilizing Expert Knowledge and Contextual Information for Sample-Limited Causal Graph Construction. DASFAA (1) 2022: 578-586 - [c103]Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Ming Gao, Yanghua Xiao:
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge. EMNLP (Findings) 2022: 881-888 - [c102]Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao:
Generative Entity Typing with Curriculum Learning. EMNLP 2022: 3061-3073 - [c101]Yuyan Chen, Yanghua Xiao, Bang Liu:
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation. ICDE 2022: 741-754 - [c100]Sijie Cheng, Zhouhong Gu, Bang Liu, Rui Xie, Wei Wu, Yanghua Xiao:
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision. ICDE 2022: 3280-3293 - [c99]Xuwu Wang, Jiabo Ye, Zhixu Li, Junfeng Tian, Yong Jiang, Ming Yan, Ji Zhang, Yanghua Xiao:
CAT-MNER: Multimodal Named Entity Recognition with Knowledge-Refined Cross-Modal Attention. ICME 2022: 1-6 - [c98]Lyuxin Xue, Deqing Yang, Yanghua Xiao:
Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation. ICME 2022: 1-6 - [c97]Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao:
Language Models as Knowledge Embeddings. IJCAI 2022: 2291-2297 - [c96]Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang, Ying Qin, Shimin Tao, Yanghua Xiao:
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints. NAACL-HLT 2022: 5777-5790 - [c95]Jingjie Yi, Deqing Yang, Siyu Yuan, Kaiyan Cao, Zhiyao Zhang, Yanghua Xiao:
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation. ECML/PKDD (2) 2022: 707-723 - [c94]Qiaoben Bao, Jiangjie Chen, Linfang Liu, Jingping Liu, Jiaqing Liang, Yanghua Xiao:
Harvesting More Answer Spans from Paragraph beyond Annotation. WSDM 2022: 27-36 - [c93]Xinyao Shen, Jiangjie Chen, Jiaze Chen, Chun Zeng, Yanghua Xiao:
Diversified Query Generation Guided by Knowledge Graph. WSDM 2022: 897-907 - [c92]Chao Wang, Jingping Liu, Tianyi Zhuang, Jiahang Li, Juntao Liu, Yanghua Xiao, Wei Wang, Rui Xie:
A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction. WSDM 2022: 1063-1071 - [i49]Ailisi Li, Jiaqing Liang, Yanghua Xiao:
Semantic-based Data Augmentation for Math Word Problems. CoRR abs/2201.02489 (2022) - [i48]Yuyan Chen, Yanghua Xiao, Bang Liu:
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation. CoRR abs/2201.05088 (2022) - [i47]Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, Nicholas Jing Yuan:
Multi-Modal Knowledge Graph Construction and Application: A Survey. CoRR abs/2202.05786 (2022) - [i46]Lihan Chen, Sihang Jiang, Jingping Liu, Chao Wang, Sheng Zhang, Chenhao Xie, Jiaqing Liang, Yanghua Xiao, Rui Song:
Rule Mining over Knowledge Graphs via Reinforcement Learning. CoRR abs/2202.10381 (2022) - [i45]Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao:
Can Pre-trained Language Models Interpret Similes as Smart as Human? CoRR abs/2203.08452 (2022) - [i44]Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. CoRR abs/2203.08480 (2022) - [i43]Sijie Cheng, Zhouhong Gu, Bang Liu, Rui Xie, Wei Wu, Yanghua Xiao:
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision. CoRR abs/2203.14921 (2022) - [i42]Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang, Ming Yan, Lihan Chen, Yanghua Xiao:
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types. CoRR abs/2204.06347 (2022) - [i41]Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang, Ying Qin, Shimin Tao, Yanghua Xiao:
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints. CoRR abs/2204.13355 (2022) - [i40]Ailisi Li, Xueyao Jiang, Bang Liu, Jiaqing Liang, Yanghua Xiao:
Tackling Math Word Problems with Fine-to-Coarse Abstracting and Reasoning. CoRR abs/2205.08274 (2022) - [i39]Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao:
Language Models as Knowledge Embeddings. CoRR abs/2206.12617 (2022) - [i38]Jingjie Yi, Deqing Yang, Siyu Yuan, Caiyan Cao, Zhiyao Zhang, Yanghua Xiao:
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation. CoRR abs/2207.13254 (2022) - [i37]Lyuxin Xue, Deqing Yang, Yanghua Xiao:
Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation. CoRR abs/2207.13262 (2022) - [i36]Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao, Rui Xie:
Large-scale Multi-granular Concept Extraction Based on Machine Reading Comprehension. CoRR abs/2208.14139 (2022) - [i35]Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang:
Human-in-the-loop Robotic Grasping using BERT Scene Representation. CoRR abs/2209.14026 (2022) - [i34]Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao:
Generative Entity Typing with Curriculum Learning. CoRR abs/2210.02914 (2022) - [i33]Chengwei Hu, Deqing Yang, Haoliang Jin, Zhen Chen, Yanghua Xiao:
Improving Continual Relation Extraction through Prototypical Contrastive Learning. CoRR abs/2210.04513 (2022) - [i32]Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao:
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. CoRR abs/2211.12130 (2022) - [i31]Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao:
Group Buying Recommendation Model Based on Multi-task Learning. CoRR abs/2211.14247 (2022) - [i30]Jiangjie Chen, Yanghua Xiao:
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review. CoRR abs/2212.03747 (2022) - [i29]Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao:
MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base. CoRR abs/2212.05254 (2022) - 2021
- [c91]Jingping Liu, Menghui Wang, Chao Wang, Jiaqing Liang, Lihan Chen, Haiyun Jiang, Yanghua Xiao, Yunwen Chen:
Learning Term Embeddings for Lexical Taxonomies. AAAI 2021: 6410-6417 - [c90]Li Cui, Deqing Yang, Jiaxin Yu, Chengwei Hu, Jiayang Cheng, Jingjie Yi, Yanghua Xiao:
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction. ACL/IJCNLP (1) 2021: 232-243 - [c89]Qiao Cheng, Juntao Liu, Xiaoye Qu, Jin Zhao, Jiaqing Liang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, Yanghua Xiao:
HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications. ACL/IJCNLP (Findings) 2021: 2819-2831 - [c88]Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao:
Revisiting the Negative Data of Distantly Supervised Relation Extraction. ACL/IJCNLP (1) 2021: 3572-3581 - [c87]Shimin Tao, Ying Qin, Yimeng Chen, Chunning Du, Haifeng Sun, Weibin Meng, Yanghua Xiao, Jiaxin Guo, Chang Su, Minghan Wang, Min Zhang, Yuxia Wang, Hao Yang:
Incorporating Complete Syntactical Knowledge for Spoken Language Understanding. CCKS 2021: 145-156 - [c86]Chenhao Xie, Wenhao Huang, Jiaqing Liang, Chengsong Huang, Yanghua Xiao:
WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model. CIKM 2021: 2211-2220 - [c85]Jiaqing Liang, Suo Feng, Chenhao Xie, Yanghua Xiao, Jindong Chen, Seung-won Hwang:
Bootstrapping Information Extraction via Conceptualization. ICDE 2021: 49-60 - [c84]Xinyao Shen, Jiangjie Chen, Yanghua Xiao:
Diversified Paraphrase Generation with Commonsense Knowledge Graph. NLPCC (1) 2021: 353-364 - [c83]Li Cui, Deqing Yang, Jiayang Cheng, Yanghua Xiao:
Incorporating Syntactic Information into Relation Representations for Enhanced Relation Extraction. PAKDD (3) 2021: 416-428 - [c82]Yunsen Hong, Hui Li, Yanghua Xiao, Ryan McBride, Chen Lin:
SILVER: Generating Persuasive Chinese Product Pitch. PAKDD (2) 2021: 652-663 - [c81]Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao, Rui Xie:
Large-Scale Multi-granular Concept Extraction Based on Machine Reading Comprehension. ISWC 2021: 93-110 - [i28]Jiayang Cheng, Haiyun Jiang, Deqing Yang, Yanghua Xiao:
A Question-answering Based Framework for Relation Extraction Validation. CoRR abs/2104.02934 (2021) - [i27]Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao:
Revisiting the Negative Data of Distantly Supervised Relation Extraction. CoRR abs/2105.10158 (2021) - [i26]Junyang Huang, Yongbo Wang, Yongliang Wang, Yang Dong, Yanghua Xiao:
Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL. CoRR abs/2108.00804 (2021) - [i25]Sijie Cheng, Jingwen Wu, Yanghua Xiao, Yang Liu:
FedGEMS: Federated Learning of Larger Server Models via Selective Knowledge Fusion. CoRR abs/2110.11027 (2021) - [i24]Ye Liu, Rui Song, Wenbin Lu, Yanghua Xiao:
A Probit Tensor Factorization Model For Relational Learning. CoRR abs/2111.03943 (2021) - [i23]Jianian Wang, Sheng Zhang, Yanghua Xiao, Rui Song:
A Review on Graph Neural Network Methods in Financial Applications. CoRR abs/2111.15367 (2021) - [i22]Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. CoRR abs/2112.05417 (2021) - 2020
- [j16]Haiyun Jiang, Juntao Liu, Sheng Zhang, Deqing Yang, Yanghua Xiao, Wei Wang:
Surface pattern-enhanced relation extraction with global constraints. Knowl. Inf. Syst. 62(12): 4509-4540 (2020) - [j15]Haiyun Jiang, Yanghua Xiao, Wei Wang:
Explaining a bag of words with hierarchical conceptual labels. World Wide Web 23(3): 1693-1713 (2020) - [j14]Haiyun Jiang, Deqing Yang, Yanghua Xiao, Wei Wang:
Understanding a bag of words by conceptual labeling with prior weights. World Wide Web 23(4): 2429-2447 (2020) - [c80]Zikai Guo, Deqing Yang, Baichuan Liu, Lyuxin Xue, Yanghua Xiao:
Co-refining User and Item Representations with Feature-level Self-attention for Enhanced Recommendation. ASONAM 2020: 494-501 - [c79]Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang:
Attacking Recommender Systems with Augmented User Profiles. CIKM 2020: 855-864 - [c78]Li Wang, Wei Zhu, Sihang Jiang, Sheng Zhang, Keqiang Wang, Yuan Ni, Guotong Xie, Yanghua Xiao:
Mining Infrequent High-Quality Phrases from Domain-Specific Corpora. CIKM 2020: 1535-1544 - [c77]Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao:
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning. EMNLP (1) 2020: 8595-8604 - [c76]Deqing Yang, Zikai Guo, Yanghua Xiao:
Learning Knowledge Embeddings with Prior Weights for Sparse Interaction Recommendation. ICKG 2020: 211-218 - [c75]Yu Hong, Suo Feng, Yanghua Xiao:
EntityLDA: A Topic Model for Entity Retrieval on Knowledge Graph. ICKG 2020: 388-395 - [c74]Jingping Liu, Yuanfu Zhou, Dan Wu, Chao Wang, Haiyun Jiang, Sheng Zhang, Bo Xu, Yanghua Xiao:
Mining Verb-Oriented Commonsense Knowledge. ICDE 2020: 1830-1833 - [c73]Wenjing Meng, Deqing Yang, Yanghua Xiao:
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation. SIGIR 2020: 1091-1100 - [c72]Jingping Liu, Yanghua Xiao, Ao Wang, Liang He, Bin Shao:
CapableOf Reasoning: A Step Towards Commonsense Oracle. SIGIR 2020: 1797-1800 - [c71]Deqing Yang, Zengchun Song, Lvxin Xue, Yanghua Xiao:
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention. SIGIR 2020: 1909-1912 - [i21]Chenhao Xie, Qiao Cheng, Jiaqing Liang, Lihan Chen, Yanghua Xiao:
Collective Loss Function for Positive and Unlabeled Learning. CoRR abs/2005.03228 (2020) - [i20]Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang:
Attacking Recommender Systems with Augmented User Profiles. CoRR abs/2005.08164 (2020) - [i19]Wenjing Meng, Deqing Yang, Yanghua Xiao:
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation. CoRR abs/2006.06922 (2020) - [i18]Deqing Yang, Zengchun Song, Lvxin Xue, Yanghua Xiao:
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention. CoRR abs/2006.10233 (2020) - [i17]Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen:
Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty. CoRR abs/2006.10932 (2020) - [i16]Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao:
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning. CoRR abs/2010.09189 (2020) - [i15]Haiyun Jiang, Qiaoben Bao, Qiao Cheng, Deqing Yang, Li Wang, Yanghua Xiao:
Complex Relation Extraction: Challenges and Opportunities. CoRR abs/2012.04821 (2020) - [i14]Zhendong Chu, Haiyun Jiang, Yanghua Xiao, Wei Wang:
InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction. CoRR abs/2012.09370 (2020) - [i13]Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic Enhanced Neural Reasoning for Fact Verification. CoRR abs/2012.13577 (2020)
2010 – 2019
- 2019
- [j13]Bin Liang, Chaofeng Sha, Dong Wu, Bo Xu, Yanghua Xiao, Wei Wang:
ACCF: Learning Attentional Conformity for Collaborative Filtering. IEEE Access 7: 148541-148549 (2019) - [j12]Bo Xu, Jiaqing Liang, Chenhao Xie, Bin Liang, Lihan Chen, Yanghua Xiao:
CN-DBpedia2: An Extraction and Verification Framework for Enriching Chinese Encyclopedia Knowledge Base. Data Intell. 1(3): 271-288 (2019) - [c70]Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu, Yanghua Xiao:
Non-Compensatory Psychological Models for Recommender Systems. AAAI 2019: 4304-4311 - [c69]Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang:
Deep Short Text Classification with Knowledge Powered Attention. AAAI 2019: 6252-6259 - [c68]Jiangjie Chen, Ao Wang, Haiyun Jiang, Suo Feng, Chenguang Li, Yanghua Xiao:
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation. ACL (1) 2019: 2036-2046 - [c67]Deqing Yang, Ziyi Wang, Junyang Jiang, Yanghua Xiao:
Knowledge embedding towards the recommendation with sparse user-item interactions. ASONAM 2019: 325-332 - [c66]Yuting Ye, Xuwu Wang, Jiangchao Yao, Kunyang Jia, Jingren Zhou, Yanghua Xiao, Hongxia Yang:
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks. CIKM 2019: 679-688 - [c65]Shiyun Chen, Xin Lin, Yanghua Xiao, Liang He:
Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification. CIKM 2019: 1021-1030 - [c64]Rong Duan, Yanghua Xiao:
Enterprise Knowledge Graph From Specific Business Task to Enterprise Knowledge Management. CIKM 2019: 2965-2966 - [c63]Haiyun Jiang, Cengguang Zhang, Deqing Yang, Yanghua Xiao, Jingping Liu, Jindong Chen, Chao Wang, Chenguang Li, Jiaqing Liang, Bin Liang, Wei Wang:
Hierarchical Conceptual Labeling. DASFAA (3) 2019: 230-234 - [c62]Chenlu Shen, Deqing Yang, Yanghua Xiao:
A Deep Recommendation Model Incorporating Adaptive Knowledge-Based Representations. DASFAA (3) 2019: 481-486 - [c61]Xiaofei Shi, Yanghua Xiao:
Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment. EMNLP/IJCNLP (1) 2019: 813-822 - [c60]Sihang Jiang, Jiaqing Liang, Yanghua Xiao, Haihong Tang, Hai-Kuan Huang, Jun Tan:
Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms. ICDE 2019: 1430-1441 - [c59]Jindong Chen, Ao Wang, Jiangjie Chen, Yanghua Xiao, Zhendong Chu