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2020 – today
- 2023
[j30]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)- [j29]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) - [j28]Chenguang Li
, Jiaqing Liang, Yanghua Xiao, Haiyun Jiang:
Towards Fine-Grained Concept Generation. IEEE Trans. Knowl. Data Eng. 35(1): 986-997 (2023) - [j27]Xintao Wang, Jiaqing Liang, Yanghua Xiao, Wei Wang:
Prototypical Concept Representation. IEEE Trans. Knowl. Data Eng. 35(7): 7357-7370 (2023) - [j26]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) - [j25]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) - [c152]Lihan Chen, Tinghui Zhu, Jingping Liu, Jiaqing Liang, Yanghua Xiao:
End-to-End Entity Linking with Hierarchical Reinforcement Learning. AAAI 2023: 4173-4181 - [c151]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 - [c150]Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao:
MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base. AAAI 2023: 6398-6406 - [c149]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 - [c148]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 - [c147]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 - [c146]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 - [c145]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 - [c144]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 - [c143]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 - [c142]Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji:
Adaptive Ordered Information Extraction with Deep Reinforcement Learning. ACL (Findings) 2023: 13664-13678 - [c141]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 - [c140]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 - [c139]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 - [c138]Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li, Yanghua Xiao:
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities. CIKM 2023: 3361-3370 - [c137]Jin Zhao, Zhixu Li, Yanghua Xiao, Jiaqing Liang, Jingping Liu:
HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition. CIKM 2023: 3433-3443 - [c136]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 - [c135]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 - [c134]Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao:
Group Buying Recommendation Model Based on Multi-task Learning. ICDE 2023: 978-991 - [c133]Jiahao Shi, Sihang Jiang, Bo Xu, Yanghua Xiao:
ServerRCA: Root Cause Analysis for Server Failure using Operating System Logs. ISSRE 2023: 486-496 - [c132]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 - [c131]Mingxi Zhang, Yanghua Xiao, Wei Wang:
Efficient Single-Source SimRank Query by Path Aggregation. KDD 2023: 3342-3352 - [c130]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 - [c129]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 - [c128]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 - [c127]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 - [c126]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 - [c125]Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen:
Can Pre-trained Language Models Understand Chinese Humor? WSDM 2023: 465-480 - [c124]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 - [e2]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] - [e1]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] - [i70]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) - [i69]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) - [i68]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) - [i67]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) - [i66]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) - [i65]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) - [i64]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) - [i63]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) - [i62]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) - [i61]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) - [i60]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) - [i59]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) - [i58]Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji:
Adaptive Ordered Information Extraction with Deep Reinforcement Learning. CoRR abs/2306.10787 (2023) - [i57]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) - [i56]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) - [i55]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) - [i54]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) - [i53]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) - [i52]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) - [i51]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) - [i50]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) - 2022
- [j24]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) - [j23]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) - [j22]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) - [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)