Publications - Pontus Stenetorp's home on the web

This is a manually curated page with all of my publications. If you have any questions, or find errors in my publications, please feel free to contact me.

International

Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel. Convolutional 2D Knowledge Graph Embeddings. AAAI Conference on Artificial Intelligence, February 2018. (to appear)
Johannes Welbl, Pontus Stenetorp, Sebastian Riedel. Constructing Datasets for Multi-hop Reading Comprehension Across Documents. arXiv, October 2017.
Sonse Shimaoka, Pontus Stenetorp, Kentaro Inui, Sebastian Riedel. Neural Architectures for Fine-grained Entity Type Classification. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, pages 1271-1280, Valencia, Spain, April 2017. Association for Computational Linguistics.
Galen Han, Mark Menezes, Leah Halaseh, Jędrzej Stuczyński, Daniele Menara, Sebastian Riedel, Pontus Stenetorp. Towards a Word Sheriff 2.0: Lessons learnt and the road ahead. Games4NLP Symposium, Valencia, Spain, April 2017.
Jonathan Godwin, Pontus Stenetorp, Sebastian Riedel. Deep Semi-Supervised Learning with Linguistically Motivated Sequence Labeling Task Hierarchies. arXiv, December 2016.
Neumann Mark, Pontus Stenetorp, Sebastian Riedel. Learning to Reason with Adaptive Computation. Interpretable Machine Learning for Complex Systems at the 2016 Conference on Neural Information Processing Systems (NIPS), Barcelona, Spain, December 2016.
Guillaume Bouchard, Pontus Stenetorp, Sebastian Riedel. Learning to Generate Textual Data. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pages 1608-1616, Austin, Texas, November 2016. Association for Computational Linguistics.
Iuliana-Elena Parasca, Andreas Lukas Rauter, Jack Roper, Aleksandar Rusinov, Guillaume Bouchard, Sebastian Riedel, Pontus Stenetorp. Defining Words with Words: Beyond the Distributional Hypothesis. In Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, pages 122-126, Berlin, Germany, August 2016. Association for Computational Linguistics.
Sonse Shimaoka, Pontus Stenetorp, Kentaro Inui, Sebastian Riedel. An Attentive Neural Architecture for Fine-grained Entity Type Classification. In Proceedings of the 5th Workshop on Automated Knowledge Base Construction, pages 69-74, San Diego, California, USA, June 2016. Association for Computational Linguistics.
Jin-Dong Kim, Kevin Cohen, Nigel Collier, Zhiyong Lu, Pontus Stenetorp. Introduction to the Biomedical Linked Annotation Hackathon (BLAH) 2015 Symposium. In BioMed Central Proceedings, August 2015.
Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka. Task-Oriented Learning of Word Embeddings for Semantic Relation Classification. In Proceedings of the Nineteenth Conference on Computational Natural Language Learning, pages 268-278, Beijing, China, July 2015. Association for Computational Linguistics.
Sampo Pyysalo, Jorge Campos, Juan Miguel Cejuela, Filip Ginter, Kai Hakala, Chen Li, Pontus Stenetorp, Lars Juhl Jensen. Sharing annotations better: RESTful Open Annotation. In Proceedings of ACL-IJCNLP 2015 System Demonstrations, pages 91-96, Beijing, China, July 2015. Association for Computational Linguistics and The Asian Federation of Natural Language Processing.
Hubert Soyer, Goran Topić, Pontus Stenetorp, Akiko Aizawa. CroVeWA: Crosslingual Vector-Based Writing Assistance. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, pages 91-95, Denver, Colorado, USA, June 2015. Association for Computational Linguistics.
Hubert Soyer, Pontus Stenetorp, Akiko Aizawa. Leveraging Monolingual Data for Crosslingual Compositional Word Representations. In Proceedings of the 3rd International Conference on Learning Representations, San Diego, California, USA, May 2015.
Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka. Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, Doha, Qatar, October 2014. Association for Computational Linguistics.
Pontus Stenetorp, Sampo Pyysalo, Sophia Ananiadou, Jun'ichi Tsujii. Generalising Semantic Category Disambiguation with Large Lexical Resources for Fun and Profit. Journal of Biomedical Semantics, June 2014.
Pontus Stenetorp. Transition-based Dependency Parsing Using Recursive Neural Networks. Deep Learning Workshop at the 2013 Conference on Neural Information Processing Systems (NIPS), Lake Tahoe, Nevada, USA, December 2013.
Pontus Stenetorp, Wiktoria Golik, Thierry Hamon, Donald C. Comeau, Rezarta Islamaj Doğan, Haibin Liu, W. John Wilbur. BioNLP Shared Task 2013: Supporting Resources. In Proceedings of the BioNLP Shared Task 2013 Workshop, pages 99-103, Sofia, Bulgaria, August 2013. Association for Computational Linguistics.
Pontus Stenetorp, Hubert Soyer, Sampo Pyysalo, Sophia Ananiadou, Takashi Chikayama. Size (and Domain) Matters: Evaluating Semantic Word Space Representations for Biomedical Text. In Proceedings of the 5th International Symposium on Semantic Mining in Biomedicine, Zürich, Switzerland, September 2012.
Pontus Stenetorp, Sampo Pyysalo, Goran Topić, Sophia Ananiadou, Akiko Aizawa. Normalisation with the brat rapid annotation tool. In Proceedings of the 5th International Symposium on Semantic Mining in Biomedicine, Zürich, Switzerland, September 2012.
Pontus Stenetorp, Sampo Pyysalo, Tomoko Ohta, Sophia Ananiadou, Jun'ichi Tsujii. Bridging the Gap Between Scope-based and Event-based Negation/Speculation Annotations: A Bridge Not Too Far. In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, pages 47-56, Jeju, Republic of Korea, July 2012. Association for Computational Linguistics.
Panot Chaimongkol, Pontus Stenetorp, Aizawa Aizawa. Utilising Bilingual Lexical Resources for Technical Term Extraction. In Proceedings of The 26th Annual Conference of the Japanese Society for Artificial Intelligence, Yamaguchi, Japan, June 2012.
Sampo Pyysalo, Pontus Stenetorp, Tomoko Ohta, Jin-Dong Kim, Sophia Ananiadou. New Resources and Perspectives for Biomedical Event Extraction. In BioNLP: Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, pages 100-108, Montreal, Canada, June 2012. Association for Computational Linguistics.
Pontus Stenetorp, Sampo Pyysalo, Goran Topić, Tomoko Ohta, Sophia Ananiadou, Jun'ichi Tsujii. brat: a Web-based Tool for NLP-Assisted Text Annotation. In Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics, pages 102-107, Avignon, France, April 2012. Association for Computational Linguistics.
Pontus Stenetorp, Sampo Pyysalo, Sophia Ananiadou, Jun'ichi Tsujii. Almost Total Recall: Semantic Category Disambiguation Using Large Lexical Resources and Approximate String Matching. In Proceedings of the Fourth International Symposium on Languages in Biology and Medicine, Singapore, Singapore, December 2011.
Pontus Stenetorp, Goran Topić, Sampo Pyysalo, Tomoko Ohta, Jin-Dong Kim, Jun'ichi Tsujii. BioNLP Shared Task 2011: Supporting Resources. In Proceedings of BioNLP Shared Task 2011 Workshop, pages 112-120, Portland, Oregon, USA, June 2011. Association for Computational Linguistics.
Pontus Stenetorp, Sampo Pyysalo, Jun'ichi Tsujii. SimSem: Fast Approximate String Matching in Relation to Semantic Category Disambiguation. In Proceedings of BioNLP 2011 Workshop, pages 136-145, Portland, Oregon, USA, June 2011. Association for Computational Linguistics.
Pontus Stenetorp, Jason Jingshi Li. Evaluating Cases in Legal Disputes as Rival Theories. New Frontiers in Artificial Intelligence, pages 59-72, March 2010. Springer Berlin / Heidelberg.
Jason Jingshi Li, Pontus Stenetorp. Evaluating cases in legal disputes as rival theories. In Proceedings of the Third International Workshop on Juris-informatics (JURISIN 2009), pages 61-72, Tokyo, Japan, November 2009. Japanese Society for Artificial Intelligence.
Han-Cheol Cho, Do-Gil Lee, Jung-Tae Lee, Pontus Stenetorp, Jun'ichi Tsujii, Hae-Chang Rim. A Novel Word Segmentation Approach for Written Languages with Word Boundary Markers. In Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, pages 29-32, Suntec, Singapore, August 2009. Association for Computational Linguistics.

Theses

Pontus Stenetorp. On the Applicability and Representation of Lexical Prior Knowledge. Doctor of Philosophy (PhD) Thesis, University of Tokyo, Tokyo, Japan, March 2013.
Pontus Stenetorp. Automated Extraction of Swedish Neologisms using a Temporally Annotated Corpus. Master of Science in Engineering (MSc Eng) Thesis, Royal Institute of Technology (KTH), Stockholm, Sweden, March 2010.

Domestic

Pontus Stenetorp, Goran Topić, Sampo Pyysalo, Sophia Ananiadou, Jun'ichi Tsujii. stav: text annotation visualiser. In Proceedings of NLP2012, Hiroshima, Japan, March 2012. Japanese Association for Natural Language Processing.
Pontus Stenetorp, Sampo Pyysalo, Sophia Ananiadou, Jun'ichi Tsujii. Investigating Approaches to Semantic Category Disambiguation Using Large Lexical Resources and Approximate String Matching. Information Processing Society of Japan Special Interest Groups Notes, Ishigaki, Japan, November 2011. Information Processing Society of Japan (IPSJ).