肖仰华

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. IEEE Trans. Knowl. Data Eng. 36(2): 715-735 (2024) Yuyan Chen, Yanghua Xiao, Zhixu Li, Bang Liu: XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding. IEEE Trans. Knowl. Data Eng. 36(3): 1371-1384 (2024) Lipeng Ma, Weidong Yang, Bo Xu, Sihang Jiang, Ben Fei, Jiaqing Liang, Mingjie Zhou, Yanghua Xiao: KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding. ICSE 2024: 32:1-32:13 Xintao Wang, Zhouhong Gu, Jiaqing Liang, Dakuan Lu, Yanghua Xiao, Wei Wang: ConcEPT: Concept-Enhanced Pre-Training for Language Models. CoRR abs/2401.05669 (2024) Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao: Small Language Model Can Self-correct. CoRR abs/2401.07301 (2024) Zhen Chen, Jingping Liu, Deqing Yang, Yanghua Xiao, Huimin Xu, Zongyu Wang, Rui Xie, Yunsen Xian: Exploiting Duality in Open Information Extraction with Predicate Prompt. CoRR abs/2401.11107 (2024) Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su: TravelPlanner: A Benchmark for Real-World Planning with Language Agents. CoRR abs/2402.01622 (2024) Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen: TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation. CoRR abs/2402.05733 (2024) Xuwu Wang, Lihan Chen, Wei Zhu, Yuan Ni, Guotong Xie, Deqing Yang, Yanghua Xiao: Multi-task entity linking with supervision from a taxonomy. Knowl. Inf. Syst. 65(10): 4335-4358 (2023) Sihang Jiang, Jianchuan Feng, Chao Wang, Jingping Liu, Zhuozhi Xiong, Chaofeng Sha, Weiguo Zheng, Jiaqing Liang, Yanghua Xiao: EASC: An exception-aware semantic compression framework for real-world knowledge graphs. Knowl. Based Syst. 278: 110900 (2023) Chao Wang, Juntao Liu, Jingping Liu, Sihang Jiang, Zhixu Li, Yanghua Xiao: Sweet Apple, company? or food? Adjective-centric commonsense knowledge acquisition with taxonomy-guided induction. Knowl. Based Syst. 280: 110988 (2023) Chenguang Li, Jiaqing Liang, Yanghua Xiao, Haiyun Jiang: Towards Fine-Grained Concept Generation. IEEE Trans. Knowl. Data Eng. 35(1): 986-997 (2023) Xintao Wang, Jiaqing Liang, Yanghua Xiao, Wei Wang: Prototypical Concept Representation. IEEE Trans. Knowl. Data Eng. 35(7): 7357-7370 (2023) Jingping Liu, Juntao Liu, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Huimin Xu, Fubao Zhang, Zongyu Wang, Rui Xie: Noun Compound Interpretation With Relation Classification and Paraphrasing. IEEE Trans. Knowl. Data Eng. 35(9): 8757-8769 (2023) Lyuxin Xue, Deqing Yang, Shuoyao Zhai, Yuxin Li, Yanghua Xiao: Learning Dual-view User Representations for Enhanced Sequential Recommendation. ACM Trans. Inf. Syst. 41(4): 86:1-86:26 (2023) Lihan Chen, Tinghui Zhu, Jingping Liu, Jiaqing Liang, Yanghua Xiao: End-to-End Entity Linking with Hierarchical Reinforcement Learning. AAAI 2023: 4173-4181 Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong: GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation. AAAI 2023: 6380-6388 Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao: MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base. AAAI 2023: 6398-6406 Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao: Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. AAAI 2023: 12616-12625 Yu Hong, Jiahang Li, Jianchuan Feng, Chenghua Huang, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Wei Wang: Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction. AAAI 2023: 12872-12880 Xiaodan Wang, Chengyu Wang, Lei Li, Zhixu Li, Ben Chen, Linbo Jin, Jun Huang, Yanghua Xiao, Ming Gao: FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph. ACL (industry) 2023: 149-158 Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang: Distilling Script Knowledge from Large Language Models for Constrained Language Planning. ACL (1) 2023: 4303-4325 Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie: Causality-aware Concept Extraction based on Knowledge-guided Prompting. ACL (1) 2023: 9255-9272 Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao: Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. ACL (1) 2023: 9890-9908 Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao, Yunwen Chen: HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation. ACL (1) 2023: 12557-12572 Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji: Adaptive Ordered Information Extraction with Deep Reinforcement Learning. ACL (Findings) 2023: 13664-13678 Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Dongmei Zhang, Zhixu Li, Yanghua Xiao: Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models. CIKM 2023: 245-255 Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao: Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CIKM 2023: 276-285 Jingping Liu, Tao Chen, Zujie Liang, Haiyun Jiang, Yanghua Xiao, Feng Wei, Yuxi Qian, Zhenghong Hao, Bing Han: Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning. CIKM 2023: 1556-1565 Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li, Yanghua Xiao: AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities. CIKM 2023: 3361-3370 Jin Zhao, Zhixu Li, Yanghua Xiao, Jiaqing Liang, Jingping Liu: HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition. CIKM 2023: 3433-3443 Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao, Xin Lin: A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction. DASFAA (3) 2023: 544-554 Bo Xu, Zhengqi Zhang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao: Semi-supervised Learning for Fine-Grained Entity Typing with Mixed Label Smoothing and Pseudo Labeling. DASFAA (3) 2023: 727-736 Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang: Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction. EMNLP (Findings) 2023: 2446-2460 Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao: MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. EMNLP (Findings) 2023: 3279-3304 Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao: Group Buying Recommendation Model Based on Multi-task Learning. ICDE 2023: 978-991 Jiahao Shi, Sihang Jiang, Bo Xu, Yanghua Xiao: ServerRCA: Root Cause Analysis for Server Failure using Operating System Logs. ISSRE 2023: 486-496 Jie Shi, Sihang Jiang, Bo Xu, Jiaqing Liang, Yanghua Xiao, Wei Wang: ShellGPT: Generative Pre-trained Transformer Model for Shell Language Understanding. ISSRE 2023: 671-682 Mingxi Zhang, Yanghua Xiao, Wei Wang: Efficient Single-Source SimRank Query by Path Aggregation. KDD 2023: 3342-3352 Jian Xie, Yidan Liang, Jingping Liu, Yanghua Xiao, Baohua Wu, Shenghua Ni: QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search. KDD 2023: 5282-5291 Jingsong Yang, Guanzhou Han, Deqing Yang, Jingping Liu, Yanghua Xiao, Xiang Xu, Baohua Wu, Shenghua Ni: M3PT: A Multi-Modal Model for POI Tagging. KDD 2023: 5382-5392 Tinghui Zhu, Jingping Liu, Jiaqing Liang, Haiyun Jiang, Yanghua Xiao, Zongyu Wang, Rui Xie, Yunsen Xian: Towards Visual Taxonomy Expansion. ACM Multimedia 2023: 6481-6490 Zhiang Yue, Jingping Liu, Cong Zhang, Chao Wang, Haiyun Jiang, Yue Zhang, Xianyang Tian, Zhedong Cen, Yanghua Xiao, Tong Ruan: MA-MRC: A Multi-answer Machine Reading Comprehension Dataset. SIGIR 2023: 2144-2148 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 Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen: Can Pre-trained Language Models Understand Chinese Humor? WSDM 2023: 465-480 Sheng You, Chao Wang, Baohua Wu, Jingping Liu, Quan Lu, Guanzhou Han, Yanghua Xiao: What Image do You Need? A Two-stage Framework for Image Selection in E-commerce. WWW (Companion Volume) 2023: 452-456 Hamido Fujita, Yinglin Wang, Yanghua Xiao, Ali Moonis: Advances and Trends in Artificial Intelligence. Theory and Applications - 36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, Shanghai, China, July 19-22, 2023, Proceedings, Part I. Lecture Notes in Computer Science 13925, Springer 2023, ISBN 978-3-031-36818-9 [contents] Hamido Fujita, Yinglin Wang, Yanghua Xiao, Ali Moonis: Advances and Trends in Artificial Intelligence. Theory and Applications - 36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, Shanghai, China, July 19-22, 2023, Proceedings, Part II. Lecture Notes in Computer Science 13926, Springer 2023, ISBN 978-3-031-36821-9 [contents] 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) Zhouhong Gu, Sihang Jiang, Wenhao Huang, Jiaqing Liang, Hongwei Feng, Yanghua Xiao: Sem4SAP: Synonymous Expression Mining From Open Knowledge Graph For Language Model Synonym-Aware Pretraining. CoRR abs/2303.14425 (2023) Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong: GANTEE: Generative Adversatial Network for Taxonomy Entering Evaluation. CoRR abs/2303.14480 (2023) Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie: Causality-aware Concept Extraction based on Knowledge-guided Prompting. CoRR abs/2305.01876 (2023) Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang: Distilling Script Knowledge from Large Language Models for Constrained Language Planning. CoRR abs/2305.05252 (2023) Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao: Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. CoRR abs/2305.05976 (2023) Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang: ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base. CoRR abs/2305.05994 (2023) Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang: Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction. CoRR abs/2305.12660 (2023) Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Qianyu He, Rui Xu, Wenhao Huang, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao: Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation. CoRR abs/2306.05783 (2023) Jian Xie, Yidan Liang, Jingping Liu, Yanghua Xiao, Baohua Wu, Shenghua Ni: QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search. CoRR abs/2306.06707 (2023) Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao, Yunwen Chen: HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation. CoRR abs/2306.07554 (2023) Jingsong Yang, Guanzhou Han, Deqing Yang, Jingping Liu, Yanghua Xiao, Xiang Xu, Baohua Wu, Shenghua Ni: M3PT: A Multi-Modal Model for POI Tagging. CoRR abs/2306.10079 (2023) Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji: Adaptive Ordered Information Extraction with Deep Reinforcement Learning. CoRR abs/2306.10787 (2023) Zhouhong Gu, Zihan Li, Lin Zhang, Zhuozhi Xiong, Sihang Jiang, Xiaoxuan Zhu, Shusen Wang, Zili Wang, Jianchen Wang, Haoning Ye, Wenhao Huang, Yikai Zhang, Hongwei Feng, Yanghua Xiao: Beyond the Obvious: Evaluating the Reasoning Ability In Real-life Scenarios of Language Models on Life Scapes Reasoning Benchmark~(LSR-Benchmark). CoRR abs/2307.05113 (2023) Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li, Yanghua Xiao: AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities. CoRR abs/2308.04992 (2023) Xintao Wang, Qianwen Yang, Yongting Qiu, Jiaqing Liang, Qianyu He, Zhouhong Gu, Yanghua Xiao, Wei Wang: KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases. CoRR abs/2308.11761 (2023) Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao: Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models. CoRR abs/2308.13961 (2023) Tinghui Zhu, Jingping Liu, Jiaqing Liang, Haiyun Jiang, Yanghua Xiao, Zongyu Wang, Rui Xie, Yunsen Xian: Towards Visual Taxonomy Expansion. CoRR abs/2309.06105 (2023) Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Lida Chen, Xintao Wang, Yuncheng Huang, Haoning Ye, Zihan Li, Shisong Chen, Yikai Zhang, Zhouhong Gu, Jiaqing Liang, Yanghua Xiao: Can Large Language Models Understand Real-World Complex Instructions? CoRR abs/2309.09150 (2023) Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou: Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI. CoRR abs/2311.03783 (2023) Yipei Xu, Dakuan Lu, Jiaqing Liang, Xintao Wang, Yipeng Geng, Yingsi Xin, Hengkui Wu, Ken Chen, ruiji zhang, Yanghua Xiao: Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources. CoRR abs/2311.09732 (2023) Xiangru Zhu, Penglei Sun, Chengyu Wang, Jingping Liu, Zhixu Li, Yanghua Xiao, Jun Huang: A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics. CoRR abs/2312.02338 (2023) Zhiwei Zha, Jiaan Wang, Zhixu Li, Xiangru Zhu, Wei Song, Yanghua Xiao: M2ConceptBase: A Fine-grained Aligned Multi-modal Conceptual Knowledge Base. CoRR abs/2312.10417 (2023) Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen: Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception. CoRR abs/2312.17532 (2023) 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) 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) Ye Liu, Rui Song, Wenbin Lu, Yanghua Xiao: A Probit Tensor Factorization Model For Relational Learning. J. Comput. Graph. Stat. 31(3): 846-855 (2022) 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) 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) 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) 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) 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) Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li: Unsupervised Editing for Counterfactual Stories. AAAI 2022: 10473-10481 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 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 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 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 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 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 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 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 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 Chengwei Hu, Deqing Yang, Haoliang Jin, Zhen Chen, Yanghua Xiao: Improving Continual Relation Extraction through Prototypical Contrastive Learning. COLING 2022: 1885-1895 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 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 Ailisi Li, Yanghua Xiao, Jiaqing Liang, Yunwen Chen: Semantic-Based Data Augmentation for Math Word Problems. DASFAA (3) 2022: 36-51 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 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 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 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 Yu Hong, Yanghua Xiao, Wei Wang, Yunwen Chen: Modeling Uncertainty in Neural Relation Extraction. DASFAA (3) 2022: 340-348 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 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 Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao: Generative Entity Typing with Curriculum Learning. EMNLP 2022: 3061-3073 Yuyan Chen, Yanghua Xiao, Bang Liu: Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation. ICDE 2022: 741-754 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 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 Lyuxin Xue, Deqing Yang, Yanghua Xiao: Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation. ICME 2022: 1-6 Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao: Language Models as Knowledge Embeddings. IJCAI 2022: 2291-2297 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 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 Qiaoben Bao, Jiangjie Chen, Linfang Liu, Jingping Liu, Jiaqing Liang, Yanghua Xiao: Harvesting More Answer Spans from Paragraph beyond Annotation. WSDM 2022: 27-36 Xinyao Shen, Jiangjie Chen, Jiaze Chen, Chun Zeng, Yanghua Xiao: Diversified Query Generation Guided by Knowledge Graph. WSDM 2022: 897-907 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 Ailisi Li, Jiaqing Liang, Yanghua Xiao: Semantic-based Data Augmentation for Math Word Problems. CoRR abs/2201.02489 (2022) Yuyan Chen, Yanghua Xiao, Bang Liu: Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation. CoRR abs/2201.05088 (2022) 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) 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) 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) 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) 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) 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) 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) 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) Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao: Language Models as Knowledge Embeddings. CoRR abs/2206.12617 (2022) 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) Lyuxin Xue, Deqing Yang, Yanghua Xiao: Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation. CoRR abs/2207.13262 (2022) 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) 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) 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) Chengwei Hu, Deqing Yang, Haoliang Jin, Zhen Chen, Yanghua Xiao: Improving Continual Relation Extraction through Prototypical Contrastive Learning. CoRR abs/2210.04513 (2022) 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) Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao: Group Buying Recommendation Model Based on Multi-task Learning. CoRR abs/2211.14247 (2022) Jiangjie Chen, Yanghua Xiao: Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review. CoRR abs/2212.03747 (2022) Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao: MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base. CoRR abs/2212.05254 (2022) 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 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 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 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 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 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 Jiaqing Liang, Suo Feng, Chenhao Xie, Yanghua Xiao, Jindong Chen, Seung-won Hwang: Bootstrapping Information Extraction via Conceptualization. ICDE 2021: 49-60 Xinyao Shen, Jiangjie Chen, Yanghua Xiao: Diversified Paraphrase Generation with Commonsense Knowledge Graph. NLPCC (1) 2021: 353-364 Li Cui, Deqing Yang, Jiayang Cheng, Yanghua Xiao: Incorporating Syntactic Information into Relation Representations for Enhanced Relation Extraction. PAKDD (3) 2021: 416-428 Yunsen Hong, Hui Li, Yanghua Xiao, Ryan McBride, Chen Lin: SILVER: Generating Persuasive Chinese Product Pitch. PAKDD (2) 2021: 652-663 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 Jiayang Cheng, Haiyun Jiang, Deqing Yang, Yanghua Xiao: A Question-answering Based Framework for Relation Extraction Validation. CoRR abs/2104.02934 (2021) 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) Junyang Huang, Yongbo Wang, Yongliang Wang, Yang Dong, Yanghua Xiao: Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL. CoRR abs/2108.00804 (2021) Sijie Cheng, Jingwen Wu, Yanghua Xiao, Yang Liu: FedGEMS: Federated Learning of Larger Server Models via Selective Knowledge Fusion. CoRR abs/2110.11027 (2021) Ye Liu, Rui Song, Wenbin Lu, Yanghua Xiao: A Probit Tensor Factorization Model For Relational Learning. CoRR abs/2111.03943 (2021) Jianian Wang, Sheng Zhang, Yanghua Xiao, Rui Song: A Review on Graph Neural Network Methods in Financial Applications. CoRR abs/2111.15367 (2021) Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li: Unsupervised Editing for Counterfactual Stories. CoRR abs/2112.05417 (2021) 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) Haiyun Jiang, Yanghua Xiao, Wei Wang: Explaining a bag of words with hierarchical conceptual labels. World Wide Web 23(3): 1693-1713 (2020) 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) 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 Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang: Attacking Recommender Systems with Augmented User Profiles. CIKM 2020: 855-864 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 Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao: Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning. EMNLP (1) 2020: 8595-8604 Deqing Yang, Zikai Guo, Yanghua Xiao: Learning Knowledge Embeddings with Prior Weights for Sparse Interaction Recommendation. ICKG 2020: 211-218 Yu Hong, Suo Feng, Yanghua Xiao: EntityLDA: A Topic Model for Entity Retrieval on Knowledge Graph. ICKG 2020: 388-395 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 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 Jingping Liu, Yanghua Xiao, Ao Wang, Liang He, Bin Shao: CapableOf Reasoning: A Step Towards Commonsense Oracle. SIGIR 2020: 1797-1800 Deqing Yang, Zengchun Song, Lvxin Xue, Yanghua Xiao: A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention. SIGIR 2020: 1909-1912 Chenhao Xie, Qiao Cheng, Jiaqing Liang, Lihan Chen, Yanghua Xiao: Collective Loss Function for Positive and Unlabeled Learning. CoRR abs/2005.03228 (2020) Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang: Attacking Recommender Systems with Augmented User Profiles. CoRR abs/2005.08164 (2020) 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) Deqing Yang, Zengchun Song, Lvxin Xue, Yanghua Xiao: A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention. CoRR abs/2006.10233 (2020) Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen: Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty. CoRR abs/2006.10932 (2020) Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao: Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning. CoRR abs/2010.09189 (2020) Haiyun Jiang, Qiaoben Bao, Qiao Cheng, Deqing Yang, Li Wang, Yanghua Xiao: Complex Relation Extraction: Challenges and Opportunities. CoRR abs/2012.04821 (2020) 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) 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) 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) 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) Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu, Yanghua Xiao: Non-Compensatory Psychological Models for Recommender Systems. AAAI 2019: 4304-4311 Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang: Deep Short Text Classification with Knowledge Powered Attention. AAAI 2019: 6252-6259 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 Deqing Yang, Ziyi Wang, Junyang Jiang, Yanghua Xiao: Knowledge embedding towards the recommendation with sparse user-item interactions. ASONAM 2019: 325-332 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 Shiyun Chen, Xin Lin, Yanghua Xiao, Liang He: Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification. CIKM 2019: 1021-1030 Rong Duan, Yanghua Xiao: Enterprise Knowledge Graph From Specific Business Task to Enterprise Knowledge Management. CIKM 2019: 2965-2966 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 Chenlu Shen, Deqing Yang, Yanghua Xiao: A Deep Recommendation Model Incorporating Adaptive Knowledge-Based Representations. DASFAA (3) 2019: 481-486 Xiaofei Shi, Yanghua Xiao: Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment. EMNLP/IJCNLP (1) 2019: 813-822 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 Jindong Chen, Ao Wang, Jiangjie Chen, Yanghua Xiao, Zhendong Chu, Jingping Liu, Jiaqing Liang, Wei Wang: CN-Probase: A Data-Driven Approach for Large-Scale Chinese Taxonomy Construction. ICDE 2019: 1706-1709 Bin Liang, Bo Xu, Xiaowei Wu, Dong Wu, Deqing Yang, Yanghua Xiao, Wei Wang: A Community-Based Collaborative Filtering Method for Social Recommender Systems. ICWS 2019: 159-162 Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen: Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty. IJCAI 2019: 2642-2648 Haiyun Jiang, Li Cui, Zhe Xu, Deqing Yang, Jindong Chen, Chenguang Li, Jingping Liu, Jiaqing Liang, Chao Wang, Yanghua Xiao, Wei Wang: Relation Extraction Using Supervision from Topic Knowledge of Relation Labels. IJCAI 2019: 5024-5030 Qiaoben Bao, Hongying Zan, Peiyuan Gong, Junyi Chen, Yanghua Xiao: Charge Prediction with Legal Attention. NLPCC (1) 2019: 447-458 Dugang Liu, Chen Lin, Zhilin Zhang, Yanghua Xiao, Hanghang Tong: Spiral of Silence in Recommender Systems. WSDM 2019: 222-230 Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju: Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce. WSDM 2019: 402-410 Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang: Deep Short Text Classification with Knowledge Powered Attention. CoRR abs/1902.08050 (2019) Jindong Chen, Ao Wang, Jiangjie Chen, Yanghua Xiao, Zhendong Chu, Jingping Liu, Jiaqing Liang, Wei Wang: CN-Probase: A Data-driven Approach for Large-scale Chinese Taxonomy Construction. CoRR abs/1902.10326 (2019) Wanyun Cui, Yanghua Xiao, Haixun Wang, Yangqiu Song, Seung-won Hwang, Wei Wang: KBQA: Learning Question Answering over QA Corpora and Knowledge Bases. CoRR abs/1903.02419 (2019) 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. CoRR abs/1905.12198 (2019) 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. CoRR abs/1908.10611 (2019) Hao Cheng, Xiaoqing Yang, Zang Li, Yanghua Xiao, Yucheng Lin: Interpretable Text Classification Using CNN and Max-pooling. CoRR abs/1910.11236 (2019) Deqing Yang, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Wei Wang: Social Tag Embedding for the Recommendation with Sparse User-Item Interactions. ASONAM 2018: 127-134 Lihan Chen, Jiaqing Liang, Chenhao Xie, Yanghua Xiao: Short Text Entity Linking with Fine-grained Topics. CIKM 2018: 457-466 Bo Xu, Zheng Luo, Luyang Huang, Bin Liang, Yanghua Xiao, Deqing Yang, Wei Wang: METIC: Multi-Instance Entity Typing from Corpus. CIKM 2018: 903-912 Bo Zheng, Xin Lin, Yanghua Xiao, Jing Yang, Liang He: An Effective Method for Identifying Unknown Unknowns with Noisy Oracle. ICCBR 2018: 480-495 Deqing Yang, Zikai Guo, Ziyi Wang, Juyang Jiang, Yanghua Xiao, Wei Wang: A Knowledge-Enhanced Deep Recommendation Framework Incorporating GAN-Based Models. ICDM 2018: 1368-1373 Chenguang Li, Hao Cheng, Yanghua Xiao, Chenhao Xie, Haiyun Jiang, Suo Feng: Timeline: A Chinese Event Extraction and Exploration System. SoMeT 2018: 787-800 Bin Liang, Bo Xu, Deqing Yang, Qi Liu, Yanghua Xiao: Social Communication Network: Case Study. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018