Börje Karlsson

Börje F. Karlsson (申博野)


Principal Member of Technical Staff
Beijing Academy of Artificial Intelligence (BAAI)

email: borje{dot}karlsson{at}tellarin.com
website: Börje F. Karlsson
address: Beijing Academy of Artificial Intelligence
150 Chengfu Road, 5F
Haidian District
Beijing, P.R. China 100080
links: View Börje Karlsson's repositories on GitHub View Börje Karlsson's profile on Twitter View Börje Karlsson's profile on LinkedIn
View Börje F. Karlsson's profile on Google Scholar

Short Biography

I am currently Principal Member of Technical Staff at the Beijing Academy of Artificial Intelligence (BAAI), a non-profit research insitute in Beijing, China, where I work on new AI scenarios involving intelligent agents and multi-modality models. My main interests include machine learning systems, multi-modality reasoning, intelligent agents, multilingual knowledge pipelines, and digital entertainment.

From 2012 to early 2023, I was Principal Research Engineer Lead at Microsoft Research Asia (MSRA). Initially a member of the Mobile and Sensing Systems and System Algorithms research groups, I later joined the Knowledge Computing group – part of the Data, Knowledge, and Intelligence (DKI) research area.

Previously I was a Research Scientist at Nokia Institute of Technology (INdT) - a Nokia-founded R&D lab in Brazil, where I led its Contextual Platform group. Previously I’ve also worked as system/software architect, consultant, product owner, and development team lead on projects for companies such as Nokia, C.E.S.A.R., Motorola, 3, TIM, Radix.com, Petrobras, among others.

I received my doctorate in Computer Science from PUC-Rio, Brazil in 2010 and my BSc from UFPE, also in Brazil.

I've also been a member of the organizing committee and TPC of conferences, including AAAI, ACL, IJCAI, MobileSoft, SIGGRAPH Asia's MGIA, IFIP ICEC, etc.

» students Research

My research interests lie broadly in machine learning systems, knowledge mining, mobile systems, pervasive computing, and digital entertainment, with a recent focus on topics including tabular data semantics, design intelligence, modular KBQA, real-world information extraction, and location-based systems (e.g., navigation, mapping, etc.).

» full list Selected publications

Weihao Tan, Wentao Zhang, Xinrun Xu, Haochong Xia, Ziluo Ding, Boyu Li, Bohan Zhou, Junpeng Yue, Jiechuan Jiang, Yewen Li, Ruyi An, Molei Qin, Chuqiao Zong, Longtao Zheng, Yujie Wu, Xiaoqiang Chai, Yifei Bi, Tianbao Xie, Pengjie Gu, Xiyun Li, Ceyao Zhang, Long Tian, Chaojie Wang, Xinrun Wang, Börje F. Karlsson, Bo An, Shuicheng Yan, Zongqing Lu.
arXiv:arXiv:2403.03186, July 2024

Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno P. Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Railey Montalan, Ryan Ignatius, Joanito Agili Lopo, William Nixon, Börje F. Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Chia Tai, Ayu Purwarianti, Sebastian Ruder, William Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng-Xin Yong, Samuel Cahyawijaya.
arXiv:2406.10118, June 2024

Tingting Ma, Qianhui Wu, Huiqiang Jiang, Jieru Lin, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin.
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), February 2024

Shivalika Singh*, Freddie Vargus*, Daniel D’souza*, Börje F. Karlsson*, Abinaya Mahendiran*, Wei-Yin Ko*, Herumb Shandilya*, Jay Patel, Deividas Mataciunas, Laura OMahony, Mike Zhang, Ramith Hettiarachchi, Joseph Wilson, Marina Machado, Luisa Souza Moura, Dominik Krzemiński, Hakimeh Fadaei, Irem Ergün, Ifeoma Okoh, Aisha Alaagib, Oshan Mudannayake, Zaid Alyafeai, Vu Minh Chien, Sebastian Ruder, Surya Guthikonda, Emad A Alghamdi, Sebastian Gehrmann, Niklas Muennighoff, Max Bartolo, Julia Kreutzer, Ahmet Üstün, Marzieh Fadaee, Sara Hooker.
Annual Meeting of the Association for Computational Linguistics , 2024

Xinrun Xu, Yuxin Wang, Chaoyi Xu, Ziluo Ding, Jiechuan Jiang, Zhiming Ding, Börje F. Karlsson.
arXiv:2403.10249, February 2024

Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Šuppa, Hila Gonen, Joseph M. Imperial, Börje F. Karlsson, Peiqin Lin, Nikola Ljubešic, LJ Miranda, Barbara Plank, Arij Riabi, Yuval Pinter.
Conference of the North American Chapter of the Association for Computational Linguistics, 2024

Guangyao Chen, Siwei Dong, Yu Shu, Ge Zhang, Jaward Sesay, Börje F. Karlsson, Jie Fu, Yemin Shi.
International Joint Conference on Artificial Intelligence, 2024

Tingting Ma, Qianhui Wu, Huiqiang Jiang, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin.
Annual Meeting of the Association for Computational Linguistics, 2023

Sanxing Chen, Yongqiang Chen, Börje F. Karlsson.
Microsof Research Technical Report MSR-TR-2023-9, February 2023

Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin.
Conference on Empirical Methods in Natural Language Processing, 2022

Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan.
Annual Meeting of the Association for Computational Linguistics, 2021

Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou.
International Joint Conferences on Artifical Intelligence, 2020

Qianhui Wu, Zijia Lin, Börje F. Karlsson, Jian-Guang Lou, Biqing Huang.
Annual Meeting of the Association for Computational Linguistics, 2020

Hui Chen, Zijia Lin, Guiguang Ding, Jian-Guang Lou, Yusen Zhang, Börje F. Karlsson.
AAAI Conference on Artificial Intelligence, 2019

Yuying Zhu, Guoxin Wang, Börje F. Karlsson.
Conference of the North American Chapter of the Association for Computational Linguistics, 2019

Yuanchao Shu, Zhuqi Li, Börje F. Karlsson, Yiyong Lin, Thomas Moscibroda, Kang Shin.
IEEE International Conference on Computer Communications, 2019

Zhuqi Li, Yuanchao Shu, Börje F Karlsson, Yiyong Lin, Thomas Moscibroda.
ACM International Conference on Mobile Computing and Networking, 2017

Yuanchao Shu, and Börje F. Karlsson.
Microsoft Research Blog, July 14, 2017
Chieh-Jan Mike Liang, Lei Bu, Zhao Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao.
ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Chieh-Jan Mike Liang, Börje F. Karlsson, Nicholas D Lane, Feng Zhao, Junbei Zhang, Zheyi Pan, Zhao Li, Yong Yu.
ACM International Conference on Information Processing in Sensor Networks, 2015

Chieh-Jan Mike Liang, Nicholas D Lane, Niels Brouwers, Li Zhang, Börje F. Karlsson, Hao Liu, Yan Liu, Jun Tang, Xiang Shan, Ranveer Chandra, Feng Zhao.
ACM International Conference on Mobile Computing and Networking, 2014

Academic Service (recent)


Organizing Committees

ACM SIGGRAPH Asia’s Symposium on Mobile Graphics and Interactive Applications (MGIA) – Co-chair 2016, Chair 2014, Chair 2013

SBC SBGames 2013Tutorials Co-chair

ACM SIGGRAPH 2012Operations Sub-committee

Technical Program Committees

2024: IJCAI PC, ACL RR, NAACL, ACL, IFIP ICEC

2023: AAAI, IJCAI PC Board, ACL, EACL, AACL, ACL RR

2022: AAAI, IJCAI PC Board, ACL, NAACL, EMNLP, AACL, ACL RR

2021: AAAI, IJCAI Senior PC, ACL

2020: ACL, AACL-IJCNLP

2018: IEEE/ACM MobileSoft, IFIP ICEC, SIGGRAPH Asia – Emerging Technologies

2017: IEEE/ACM MobileSoft, ACM SIGGRAPH Asia’s MGIA, ACM Multimedia – Systems track

2016: IEEE CPSCom

2015: IEEE/ACM MobileSoft, IFIP ICEC, ACM SIGGRAPH Asia’s MGIA

2014: IEEE/ACM MobileSoft, IFIP ICEC

2013: IFIP ICEC

Guest co-editor — Computer & Graphics, Special Section on Recent Mobile Graphics Research, 2016/2017

Reviewer

Journals:
ACM/IEEE TASLP (2023-), Journal of Open Source Software (2023-), Neurocomputing (2021-), Entertainment Computing (2023, 2016, 2015), IEEE Transactions on Mobile Computing (2014-2018), ACM IMWUT – Interactive, Mobile, Wearable and Ubiquitous Technologies (2017), SBC RITA (2015, 2006-2011)

Conferences and Workshops:
ICLR (2024), Tiny Papers @ ICLR (2024), AfricaNLP Workshop @ ICLR (2024), Generative Models for Decision Making Workshop - GenAI4DM @ ICLR (2024)
AAAI (2019, 2017, 2014, 2010), IJCAI (2018, 2013, 2009), IEEE WoWMoM (2015), Mobiquitous (2014), MobiCASE (2013)

In my free time, I enjoy travelling and trying different foods and beer.

Site design originated from Alex Halderman.
Last modified: Mar. 2023