D2
Computer Vision and Machine Learning

Xudong Hong (PhD Student)

MSc Xudong Hong

Address
Max-Planck-Institut für Informatik
Saarland Informatics Campus
Campus E1 4
66123 Saarbrücken
Location
E1 4 - 616
Phone
+49 681 9325 2116
Fax
+49 681 9325 2000

Personal Information

I am working in C7 2, 2.02 from Monday to Thursday. My another address is: 

Department of Language Science and Technology | Saarland University | Germany
Saarland Informatics Campus C7.2 / room 2.02       D-66123 Saarbruecken
Tel.: +49 681 302 70020
Email: xhong@coli.uni-saarland.de

 

Research Interests

Natural Language Processing: event modeling; commonsense inference; pragmatics

Computer Vision: visual event recognition; multimodal representation

Machine Learning: transfer learning; 

 

Publication

Google Scholar

 

Publications

Hong, X., Sayeed, A., Mehra, K., Demberg, V., & Schiele, B. (2023). Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences. Transactions of the Association for Computational Linguistics, 11. doi:10.1162/tacl_a_00553
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BibTeX
@article{hong2023visual, TITLE = {Visual Writing Prompts: {C}haracter-Grounded Story Generation with Curated Image Sequences}, AUTHOR = {Hong, Xudong and Sayeed, Asad and Mehra, Khushboo and Demberg, Vera and Schiele, Bernt}, LANGUAGE = {eng}, ISSN = {2307-387X}, DOI = {10.1162/tacl_a_00553}, PUBLISHER = {MIT Press}, ADDRESS = {Cambridge, MA}, YEAR = {2023}, MARGINALMARK = {$\bullet$}, JOURNAL = {Transactions of the Association for Computational Linguistics}, VOLUME = {11}, PAGES = {565--581}, }
Endnote
%0 Journal Article %A Hong, Xudong %A Sayeed, Asad %A Mehra, Khushboo %A Demberg, Vera %A Schiele, Bernt %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society External Organizations External Organizations External Organizations Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society %T Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences : %G eng %U http://hdl.handle.net/21.11116/0000-000D-6330-D %R 10.1162/tacl_a_00553 %7 2023 %D 2023 %J Transactions of the Association for Computational Linguistics %V 11 %& 565 %P 565 - 581 %I MIT Press %C Cambridge, MA %@ false
Pu, D., Hong, X., Lin, P.-J., Chang, E., & Demberg, V. (2022). Two-Stage Movie Script Summarization: An Efficient Method For Low-Resource Long Document Summarization. In Proceedings of The Workshop on Automatic Summarization for Creative Writing (COLING 2022). Gyeongju, Republic of Korea: ACL. Retrieved from https://aclanthology.org/2022.creativesumm-1.9
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BibTeX
@inproceedings{pu-etal-2022-two, TITLE = {Two-Stage Movie Script Summarization: {A}n Efficient Method For Low-Resource Long Document Summarization}, AUTHOR = {Pu, Dongqi and Hong, Xudong and Lin, Pin-Jie and Chang, Ernie and Demberg, Vera}, LANGUAGE = {eng}, URL = {https://aclanthology.org/2022.creativesumm-1.9}, PUBLISHER = {ACL}, YEAR = {2022}, MARGINALMARK = {$\bullet$}, BOOKTITLE = {Proceedings of The Workshop on Automatic Summarization for Creative Writing (COLING 2022)}, EDITOR = {Mckeown, Kathleen}, PAGES = {57--66}, ADDRESS = {Gyeongju, Republic of Korea}, }
Endnote
%0 Conference Proceedings %A Pu, Dongqi %A Hong, Xudong %A Lin, Pin-Jie %A Chang, Ernie %A Demberg, Vera %+ External Organizations Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society External Organizations External Organizations External Organizations %T Two-Stage Movie Script Summarization: An Efficient Method For Low-Resource Long Document Summarization : %G eng %U http://hdl.handle.net/21.11116/0000-000D-6337-6 %U https://aclanthology.org/2022.creativesumm-1.9 %D 2022 %B Workshop on Automatic Summarization for Creative Writing %Z date of event: 2022-10-17 - 2022-10-17 %C Gyeongju, Republic of Korea %B Proceedings of The Workshop on Automatic Summarization for Creative Writing %E Mckeown, Kathleen %P 57 - 66 %I ACL
Cao, H., Hong, X., Tost, H., Meyer-Lindenberg, A., & Schwarz, E. (2022). Advancing Translational Research in Neuroscience through Multi-task Learning. Frontiers in Psychiatry, 13. doi:10.3389/fpsyt.2022.993289
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BibTeX
@article{Cao22, TITLE = {Advancing Translational Research in Neuroscience through Multi-task Learning}, AUTHOR = {Cao, Han and Hong, Xudong and Tost, Heike and Meyer-Lindenberg, Andreas and Schwarz, Emanuel}, LANGUAGE = {eng}, ISSN = {1664-0640}, DOI = {10.3389/fpsyt.2022.993289}, PUBLISHER = {Frontiers Research Foundation}, ADDRESS = {Lausanne, Switzerland}, YEAR = {2022}, MARGINALMARK = {$\bullet$}, JOURNAL = {Frontiers in Psychiatry}, VOLUME = {13}, EID = {993289}, }
Endnote
%0 Journal Article %A Cao, Han %A Hong, Xudong %A Tost, Heike %A Meyer-Lindenberg, Andreas %A Schwarz, Emanuel %+ External Organizations Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society External Organizations External Organizations External Organizations %T Advancing Translational Research in Neuroscience through Multi-task Learning : %G eng %U http://hdl.handle.net/21.11116/0000-000B-B59F-6 %R 10.3389/fpsyt.2022.993289 %2 PMC9714033 %7 2022 %D 2022 %J Frontiers in Psychiatry %O Front Psychiatry %V 13 %Z sequence number: 993289 %I Frontiers Research Foundation %C Lausanne, Switzerland %@ false
Hong, X., Shetty, R., Sayeed, A., Mehra, K., Demberg, V., & Schiele, B. (2020). Diverse and Relevant Visual Storytelling with Scene Graph Embeddings. In Proceedings of the 24th Conference on Computational Natural Language Learning (CoNLL 2020). Online: ACL. doi:10.18653/v1/2020.conll-1.34
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BibTeX
@inproceedings{hong-etal-2020-diverse, TITLE = {Diverse and Relevant Visual Storytelling with Scene Graph Embeddings}, AUTHOR = {Hong, Xudong and Shetty, Rakshith and Sayeed, Asad and Mehra, Khushboo and Demberg, Vera and Schiele, Bernt}, LANGUAGE = {eng}, ISBN = {978-1-952148-63-7}, DOI = {10.18653/v1/2020.conll-1.34}, PUBLISHER = {ACL}, YEAR = {2020}, BOOKTITLE = {Proceedings of the 24th Conference on Computational Natural Language Learning (CoNLL 2020)}, PAGES = {420--430}, ADDRESS = {Online}, }
Endnote
%0 Conference Proceedings %A Hong, Xudong %A Shetty, Rakshith %A Sayeed, Asad %A Mehra, Khushboo %A Demberg, Vera %A Schiele, Bernt %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society External Organizations External Organizations External Organizations Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society %T Diverse and Relevant Visual Storytelling with Scene Graph Embeddings : %G eng %U http://hdl.handle.net/21.11116/0000-0007-AE1B-8 %R 10.18653/v1/2020.conll-1.34 %D 2020 %B 24th Conference on Computational Natural Language Learning %Z date of event: 2020-11-19 - 2020-11-20 %C Online %B Proceedings of the 24th Conference on Computational Natural Language Learning %P 420 - 430 %I ACL %@ 978-1-952148-63-7 %U https://www.aclweb.org/anthology/2020.conll-1.34.pdf
Hong, X., Chang, E., & Demberg, V. (2019). Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders. In Multilingual Surface Realisation (MSR 2019). Hong Kong, China: ACL. doi:10.18653/v1/D19-6310
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BibTeX
@inproceedings{hong2019improving, TITLE = {Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders}, AUTHOR = {Hong, Xudong and Chang, Ernie and Demberg, Vera}, LANGUAGE = {eng}, ISBN = {978-1-950737-76-5}, DOI = {10.18653/v1/D19-6310}, PUBLISHER = {ACL}, YEAR = {2019}, BOOKTITLE = {Multilingual Surface Realisation (MSR 2019)}, EDITOR = {Mille, Simon and Belz, Anja and Bohnet, Bernd and Graham, Yvette and Wanner, Leo}, PAGES = {75--80}, ADDRESS = {Hong Kong, China}, }
Endnote
%0 Conference Proceedings %A Hong, Xudong %A Chang, Ernie %A Demberg, Vera %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society External Organizations External Organizations %T Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders : %G eng %U http://hdl.handle.net/21.11116/0000-0008-3265-E %R 10.18653/v1/D19-6310 %D 2019 %B 2nd Workshop on Multilingual Surface Realisation %Z date of event: 2019-11-03 - 2019-11-03 %C Hong Kong, China %B Multilingual Surface Realisation %E Mille, Simon; Belz, Anja; Bohnet, Bernd; Graham, Yvette; Wanner, Leo %P 75 - 80 %I ACL %@ 978-1-950737-76-5 %U https://www.aclweb.org/anthology/D19-6310