Börje F. Karlsson - Publications

« back to main page

Publications

[arXiv] Cradle: Empowering Foundation Agents Towards General Computer Control [paper] [bib]

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

[arXiv] SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages [paper] [bib]

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

[LLM Agents @ ICLR'24, BAAI Tech Report] Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study [paper] [bib]

Weihao Tan, Ziluo Ding, Wentao Zhang, Boyu Li, Bohan Zhou, Junpeng Yue, Haochong Xia, Jiechuan Jiang, Longtao Zheng, Xinrun Xu, Yifei Bi, Pengjie Gu, Xinrun Wang, Börje F. Karlsson, Bo An, Zongqing Lu.
ICLR 2024 Workshop on LLM Agents, May 2024
Beijing Academy of Artificial Intelligence Technical Report, February 2024

[TASLP] Decomposed Meta-Learning for Few-Shot Sequence Labeling [paper] [bib]

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), vol 32, doi: 10.1109/TASLP.2024.3372879, March 2024

[arXiv] GenDec: A robust generative Question-decomposition method for Multi-hop reasoning [paper] [bib]

Jian Wu, Linyi Yang, Yuliang Ji, Wenhao Huang, Börje F. Karlsson, Manabu Okumura.
arXiv:2402.11166, February 2024

[ACL'24] Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning [paper] [bib]

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

[arXiv] A Survey on Game Playing Agents and Large Models: Methods, Applications, and Challenges [paper] [bib]

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

[JNLP] A Table Question Alignment based Cell-Selection Method for Table-Text QA [paper] [bib]

Jian Wu, Yicheng Xu, Börje F. Karlsson, Manabu Okumura.
Journal of Natural Language Processing, vol 31, issue 1, doi: 10.5715/jnlp.31.189, March 2024

[NAACL'24] Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark [paper] [bib]

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

[IJCAI'24] AutoAgents: A Framework for Automatic Agent Generation [paper] [bib]

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

[arXiv] Unlocking Science: Novel Dataset and Benchmark for Cross-Modality Scientific Information Extraction [paper] [bib]

Yuhan Li, Jian Wu, Zhiwei Yu, Börje F. Karlsson, Wei Shen, Manabu Okumura, Chin-Yew Lin.
arXiv:2311.08189, November 2023

[Neurocomputing] Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey [paper] [bib]

Yuxin Wang, Jieru Lin, Zhiwei Yu, Wei Hu, Börje F. Karlsson.
Neurocomputing, Volume 559, September 2023

[arXiv] LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection [paper] [bib]

Haonan Yin, Guanlong Jiao, Qianhui Wu, Börje F. Karlsson, Biqing Huang, Chin-Yew Lin.
arXiv:2307.08059, July 2023

[ACL'23] Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text [paper] [bib]

Qianhui Wu, Huiqiang Jiang, Haonan Yin, Börje F. Karlsson, Chin-Yew Lin.
Annual Meeting of the Association for Computational Linguistics, 2023

[ACL'23] CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition [paper] [bib]

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

[ACL'23] TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering [paper] [bib]

Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura.
Annual Meeting of the Association for Computational Linguistics - Findings of ACL, 2023

[MSR Tech Report] Dataset and Baseline System for Multi-lingual Extraction and Normalization of Temporal and Numerical Expressions [paper] [bib]

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

[EMNLP'22] TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases [paper] [bib]

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

[arXiv] Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey [paper] [bib]

Yuxin Wang, Jieru Lin, Zhiwei Yu, Wei Hu, Börje F. Karlsson.
arXiv:2212.04634, December 2022

[Tool] LinkingPark: Automatic Semantic Table Interpretation Software (Release) [link] [bib]

Shuang Chen; Alperen Karaoglu; Carina Negreanu; Börje F. Karlsson; Tingting Ma; Jin-Ge Yao; Jack Williams; Feng Jiang; Andry Gordon; Chin-Yew Lin.
DOI: 10.5281/zenodo.6496662, April 2022

[ACL'21] AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER [paper] [bib]

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

[arXiv] BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge [paper] [bib]

Huiqiang Jiang, Guoxin Wang, Weile Chen, Chengxi Zhang, Börje F. Karlsson.
arXiv:2107.09429, July 2021

[IJCAI'20] UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data [paper] [bib]

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

[ACL'20] Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language [paper] [bib]

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

[AAAI'20] Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources [paper] [bib]

Qianhui Wu, Zijia Lin, Guoxin Wang, Hui Chen, Börje F. Karlsson, Biqing Huang, Chin-Yew Lin.
AAAI Conference on Artificial Intelligence, 2020

[AAAI'19] GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition [paper] [bib]

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

[NAACL'19] CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition [paper] [bib]

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

[INFOCOM'19] Incrementally-deployable Indoor Navigation with Automatic Trace Generation [paper] [bib]

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

[MSR Tech Report] Exploring Word Representations on Time Expression Recognition [paper] [bib]

Sanxing Chen, Guoxin Wang, Börje F. Karlsson.
Microsof Research Technical Report MSR-TR-2019-46, June 2019

[NTCIR'19] DeepMRT at the NTCIR-14 FinNum Task: A Hybrid Neural Model for Numeral Type Classification in Financial Tweets [paper] [bib]

Qianhui Wu, Guoxin Wang, Yuying Zhu, Haoyan Liu, Börje F. Karlsson.
NTCIR Conference on Evaluation of Information Access Technologies, 2019

[MobiCom'17] Demo: Towards Flexible and Scalable Indoor Navigation [paper] [bib]

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

[Microsoft Research Blog] Path Guide: A New Approach to Indoor Navigation [webpage]

Yuanchao Shu, and Börje F. Karlsson.
Microsoft Research Blog, July 2017

[Tool] Recognizers-Text: Recognition and resolution of numbers, units, and date/time entities expressed across multiple languages (Release) [link] [bib]

Wenhao Huang, Zijia Lin, Chris McConnell, Börje F. Karlsson.
DOI: 10.5281/zenodo.6860598, July 2017

[BuildSys'16] Systematically Debugging IoT Control System Correctness for Building Automation [paper] [bib]

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

[MGIA'16] Efficient remote image-based situational queries through mobile devices [paper] [bib]

Xiaoming Leng, Ying Yan, Yang Chen, Börje F Karlsson, Thomas Moscibroda.
ACM SIGGRAPH Asia's Symposium on Mobile Graphics and Interactive Applications, 2016

[MGIA'16] Demo: ThereNow: What is happening over there, right now? [paper] [bib]

Xiaoming Leng, Ying Yan, Yang Chen, Börje F Karlsson, Thomas Moscibroda.
ACM SIGGRAPH Asia's Symposium on Mobile Graphics and Interactive Applications, 2016

[IPSN'15] SIFT: Building an Internet of Safe Things [paper] [bib]

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

[GetMobile] How to SMASH the Next Billion Mobile App Bugs? [paper] [bib]

Ranveer Chandra, Börje F. Karlsson, Nicholas D. Lane, Chieh-Jan Mike Liang, Suman Nath, Jitu Padhye, Lenin Ravindranath, Feng Zhao.
ACM GetMobile: Mobile Computing and Communications, Volume 19, Issue 1, 2015

[MobiCom'14] Caiipa: Automated Large-scale Mobile App Testing through Contextual Fuzzing [paper] [bib]

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

[ICEC'14] Conceptual Model and System for Genre-focused Interactive Storytelling [paper] [bib]

Börje F Karlsson, Antonio L Furtado.
IFIP International Conference on Entertainment Computing, LNCS, volume 8770, 2014

[MSR Tech Report] Towards Scalable Automated Mobile App Testing [paper] [bib]

Ranveer Chandra, Börje F. Karlsson, Nic D. Lane, Chieh-Jan Mike Liang, Suman Nath, Jitu Padhye, Lenin Ravindranath, Feng Zhao.
Microsof Research Technical Report MSR-TR-2014-44, January 2014

[MGIA'13] ContextPlayer: Learning contextual music preferences for situational recommendations [paper] [bib]

Karla Okada, Börje F. Karlsson, Laura Sardinha, Tomaz Noleto.
ACM SIGGRAPH Asia's Symposium on Mobile Graphics and Interactive Applications, 2013

[MSR Tech Report] Context Virtualizer: A Cloud Service for Automated Large-scale Mobile App Testing under Real-World Conditions [paper] [bib]

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.
Microsof Research Technical Report MSR-TR-2013-103, September 2013

[MSR Tech Report] Contextual Fuzzing: Automated Mobile App Testing Under Dynamic Device and Environment Conditions [paper] [bib]

Chieh-Jan Mike Liang, Nicholas D. Lane, Niels Brouwers, Li Zhang, Börje F. Karlsson, Ranveer Chandra, Feng Zhao.
Microsof Research Technical Report MSR-TR-2013-100, March 2013

[AIAI'12] A Mobile-Based System for Context-Aware Music Recommendations [paper] [bib]

Börje F. Karlsson, Karla Okada, Tomaz Noleto.
IFIP International Conference on Artificial Intelligence Applications and Innovations, 2012

[LATW'11] Testing in an Agile Product Development Environment: An Industry Experience Report [paper] [bib]

Andreia Matos dos Santos, Börje F. Karlsson, André M. Cavalcante, Igor B. Correia, Emanuel Silva.
IEEE Latin-American Test Workshop, 2011

[WBMA'11] Uma Abordagem Empírica para o Tratamento de Bugs em Ambientes Ágeis [paper] [bib]

Andreia Matos dos Santos, Börje F. Karlsson, André M. Cavalcante.
Workshop Brasileiro de Métodos Ágeis, 2011

[IGDA AIISC Report] The 2005 Report of the IGDA's Artificial Intelligence Interface Standards Committee [paper] [bib]

Alexander Nareyek, Nathan Combs, Börje F. Karlsson, Syrus Mesdaghi, and Ian Wilson. (eds)
Technical Report, International Game Developers Association (IGDA), June 2005.

[IGDA AIISC Report] The 2004 Report of the IGDA's Artificial Intelligence Interface Standards Committee [paper] [bib]

Alexander Nareyek, Börje F. Karlsson, Ian Wilson, Marcin Chady, Syrus Mesdaghi, Ramon Axelrod, Nick Porcino, Nathan Combs, Abdennour El Rhalibi, Baylor Wetzel, and Jeff Orkin. (eds)
Technical Report, International Game Developers Association (IGDA), June 2004.

Translations

[pt-BR] Holding a Program in One’s Head (Mantendo um Programa na Cabeça) [HTML] [bib]

Paul Graham (Börje F. Karlsson - translator)
Web Essay, August 2007 (original), February 2008 (translation)

[pt-BR] How to Be Silicon Valley (Como Ser o Vale do Silício) [HTML] [bib]

Paul Graham (Börje F. Karlsson - translator)
Web Essay, May 2006 (original), May 2006 (translation)

[pt-BR] Microsoft Research DRM talk (Palestra sobre DRM na Microsoft Research) [HTML] [bib]

Cory Doctorow (Börje F. Karlsson - translator)
Transcript of talk at Microsof Research, 17/Jun/2004 (original), 10/Jul/2004 (translation)

[pt-BR] Hackers and Painters (Hackers e Pintores) [HTML] [bib]

Paul Graham (Börje F. Karlsson - translator)
Web Essay, May 2003 (original), December 2004 (translation)

[pt-BR] The Word “Hacker” / Good Bad Attitude (A palavra “Hacker” / Um Bom “Comportamento Ruim”) [HTML] [bib]

Paul Graham (Börje F. Karlsson - translator)
Web Essay, April 2004 (original), November 2004 (translation)

[pt-BR] The Python Paradox (O Paradoxo Python) [HTML] [bib]

Paul Graham (Börje F. Karlsson - translator)
Web Essay, August 2004 (original), November 2004 (translation)

IGDA AIISC Reports - PDFized

[IGDA AIISC Report] The 2005 Report of the IGDA's Artificial Intelligence Interface Standards Committee [paper] [bib]

Alexander Nareyek, Nathan Combs, Börje F. Karlsson, Syrus Mesdaghi, and Ian Wilson. (eds)
Technical Report, International Game Developers Association (IGDA), June 2005.

[IGDA AIISC Report] The 2004 Report of the IGDA's Artificial Intelligence Interface Standards Committee [paper] [bib]

[IGDA AIISC Report] The 2003 Report of the IGDA's Artificial Intelligence Interface Standards Committee [paper] [bib]

[6] Alexander Nareyek, Bjoern Knafla, Daniel Fu, Derek Long, Christopher Reed, Abdennour El Rhalibi, and Noel S. Stephens. (eds)
Technical Report, International Game Developers Association (IGDA), June 2003.

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders.
All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright.