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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Xiao-Yu Guo
Xiao-Yu Guo
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Posts
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portfolio
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publications
An unsupervised framework for author-paper linking in bibliographic retrieval system
Published in 2018 14th International Conference on Semantics, Knowledge and Grids (SKG), 2018
Entity Linking
Recommended citation: Ding, Xin, Hui Zhang, and Xiaoyu Guo. "An unsupervised framework for author-paper linking in bibliographic retrieval system." In 2018 14th International Conference on Semantics, Knowledge and Grids (SKG), pp. 152-159. IEEE, 2018. https://ieeexplore.ieee.org/abstract/document/8703939
Attention-Based Combination of CNN and RNN for Relation Classification
Published in Neural Information Processing: 25th International Conference, ICONIP 2018, 2018
Relation Classification
Recommended citation: Guo, Xiaoyu, Hui Zhang, Rui Liu, Xin Ding, Runqi Tian, and Bencheng Wang. "Attention-Based Combination of CNN and RNN for Relation Classification." In Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part IV 25, pp. 244-255. Springer International Publishing, 2018. https://link.springer.com/chapter/10.1007/978-3-030-04212-7_21
A single attention-based combination of CNN and RNN for relation classification
Published in IEEE Access, 2019
Relation Classification
Recommended citation: Guo, Xiaoyu, Hui Zhang, Haijun Yang, Lianyuan Xu, and Zhiwen Ye. "A single attention-based combination of CNN and RNN for relation classification." IEEE Access 7 (2019): 12467-12475. https://ieeexplore.ieee.org/abstract/document/8606107
From knowledge map to mind map: Artificial imagination
Published in 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 2019
Mind Map
Recommended citation: Liu, Ruixue, Baoyang Chen, Xiaoyu Guo, Yan Dai, Meng Chen, Zhijie Qiu, and Xiaodong He. "From knowledge map to mind map: Artificial imagination." In 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), pp. 496-501. IEEE, 2019. https://ieeexplore.ieee.org/abstract/document/8695324?casa_token=xnAn637X6w4AAAAA:XkuhlNr7jDvSD_ANNMg_hc_gxKM4UYfSX8o6aI6Y1GW3sfDjDWIDWifHqVZWAUiNrbIUT7Bw4PcV
Another AI? Artificial imagination for artistic mind map generation
Published in International Journal of Multimedia Data Engineering and Management (IJMDEM), 2019
Mind Map
Recommended citation: Liu, Ruixue, Baoyang Chen, Xiaoyu Guo, Meng Chen, Zhijie Qiu, and Xiaodong He. "Another AI? Artificial imagination for artistic mind map generation." International Journal of Multimedia Data Engineering and Management (IJMDEM) 10, no. 3 (2019): 47-63. https://www.igi-global.com/article/another-ai-artificial-imagination-for-artistic-mind-map-generation/245753
Automated Thematic and Emotional Modern Chinese Poetry Composition
Published in Natural Language Processing and Chinese Computing: 8th CCF International Conference, NLPCC 2019, 2019
Natural Language Generation
Recommended citation: Guo, X., Chen, M., Song, Y., He, X. and Zhou, B., 2019. Automated Thematic and Emotional Modern Chinese Poetry Composition. In Natural Language Processing and Chinese Computing: 8th CCF International Conference, NLPCC 2019, Dunhuang, China, October 9–14, 2019, Proceedings, Part I 8 (pp. 433-446). Springer International Publishing. https://link.springer.com/chapter/10.1007/978-3-030-32233-5_34
Compose like humans: Jointly improving the coherence and novelty for modern chinese poetry generation
Published in 2020 international joint conference on neural networks (IJCNN), 2020
Natural Language Generation
Recommended citation: Shen, Lei, Xiaoyu Guo, and Meng Chen. "Compose like humans: Jointly improving the coherence and novelty for modern chinese poetry generation." In 2020 international joint conference on neural networks (IJCNN), pp. 1-8. IEEE, 2020. https://ieeexplore.ieee.org/abstract/document/9206888?casa_token=DfRJ0cF33OIAAAAA:SiNVo0NaH4gVn2VDz0EcknoYYPrSoDCIzMCvc2Pj_MsdT8oS99r_vjx4_c0cUgkP0MoMAxjRY1uD
Understanding unnatural questions improves reasoning over text
Published in 28th International Conference on Computational Linguistics, COLING 2020, 2020
Question Answering
Recommended citation: Xiaoyu Guo, Yuan-Fang Li, and Gholamreza Haffari. 2020. Understanding Unnatural Questions Improves Reasoning over Text. In Proceedings of the 28th International Conference on Computational Linguistics, pages 4949–4955, Barcelona, Spain (Online). International Committee on Computational Linguistics. https://aclanthology.org/2020.coling-main.434.pdf
Improving numerical reasoning skills in the modular approach for complex question answering on text
Published in Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Question Answering, Neural Module Networks
Recommended citation: Xiao-Yu Guo, Yuan-Fang Li, and Gholamreza Haffari. 2021. Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text. In Findings of the Association for Computational Linguistics: EMNLP 2021, pages 2713–2718, Punta Cana, Dominican Republic. Association for Computational Linguistics. https://aclanthology.org/2021.findings-emnlp.231.pdf
Teaching Neural Module Networks to Do Arithmetic
Published in 29th International Conference on Computational Linguistics, CONLING 2021, 2022
Question Answering, Neural Module Networks
Recommended citation: Jiayi Chen, Xiao-Yu Guo, Yuan-Fang Li, and Gholamreza Haffari. 2022. Teaching Neural Module Networks to Do Arithmetic. In Proceedings of the 29th International Conference on Computational Linguistics, pages 1502–1510, Gyeongju, Republic of Korea. International Committee on Computational Linguistics. https://aclanthology.org/2022.coling-1.129.pdf
Complex Reading Comprehension Through Question Decomposition
Published in 20th Annual Workshop of the Australasian Language Technology Association, ALTA 2022, 2022
Question Answering, Language Models
Recommended citation: Xiao-Yu Guo, Yuan-Fang Li, and Gholamreza Haffari. 2022. Complex Reading Comprehension Through Question Decomposition. In Proceedings of the The 20th Annual Workshop of the Australasian Language Technology Association, pages 31–40, Adelaide, Australia. Australasian Language Technology Association. https://aclanthology.org/2022.alta-1.5/
DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding
Published in EMNLP 2023, 2023
Bias Identification, Debiasing, Question Answering, Multimodal Learning, Social Intellegence
Recommended citation: Xiao-Yu Guo, Yuan-Fang Li, and Gholamreza Haffari. 2023. DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding. In Proceedings of EMNLP 2023. https://arxiv.org/pdf/2310.18359.pdf
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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