Rami Aly, Shantanu Acharya, Alexander Ossa, Arne Köhn, Chris Biemann & Alexander Panchenko (2019):
Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings.
In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics.
Association for Computational Linguistics,
Florence, Italy,
pp. 4811–4817,
doi:10.18653/v1/P19-1474.
Luis Berlioz (2019):
Creating a Database of Definitions From Large Mathematical Corpora.
In: Edwin C. Brady, James H. Davenport, William M. Farmer, Cezary Kaliszyk, Andrea Kohlhase, Michael Kohlhase, Dennis Müller, Karol Pak & Claudio Sacerdoti Coen: Joint Proceedings of the FMM and LML Workshops, Doctoral Program and Work in Progress at the Conference on Intelligent Computer Mathematics 2019 co-located with the 12th Conference on Intelligent Computer Mathematics (CICM 2019), Prague, Czech Republic, July 8-12, 2019,
CEUR Workshop Proceedings 2634.
CEUR-WS.org.
Available at http://ceur-ws.org/Vol-2634/WiP2.pdf.
Jacob Cohen (1960):
A Coefficient of Agreement for Nominal Scales.
Educational and Psychological Measurement 20(1),
pp. 37–46,
doi:10.1177/001316446002000104.
Jacob Devlin, Ming-Wei Chang, Kenton Lee & Kristina Toutanova (2019):
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
In: Jill Burstein, Christy Doran & Thamar Solorio: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers).
Association for Computational Linguistics,
pp. 4171–4186,
doi:10.18653/v1/n19-1423.
Christiane Fellbaum (2010):
WordNet.
In: Theory and applications of ontology: computer applications.
Springer,
pp. 231–243,
doi:10.1093/ijl/17.2.161.
Emden R. Gansner, Eleftherios Koutsofios, Stephen C. North & Kiem-Phong Vo (1993):
A Technique for Drawing Directed Graphs.
IEEE Trans. Software Eng. 19(3),
pp. 214–230,
doi:10.1109/32.221135.
Deyan Ginev, Mihnea Iancu, Constantin Jucovschi, Andrea Kohlhase, Michael Kohlhase, Akbar Oripov, Jürgen Schefter, Wolfram Sperber, Olaf Teschke & Tom Wiesing (2016):
The SMGloM Project and System: Towards a Terminology and Ontology for Mathematics.
In: Gert-Martin Greuel, Thorsten Koch, Peter Paule & Andrew J. Sommese: Mathematical Software - ICMS 2016 - 5th International Conference, Berlin, Germany, July 11-14, 2016, Proceedings,
Lecture Notes in Computer Science 9725.
Springer,
pp. 451–457,
doi:10.1007/978-3-319-42432-3_58.
Deyan Ginev & Bruce R. Miller (2019):
Scientific Statement Classification over arXiv.org.
CoRR abs/1908.10993.
Available at http://arxiv.org/abs/1908.10993.
Marti A. Hearst (1992):
Automatic Acquisition of Hyponyms from Large Text Corpora.
In: COLING 1992 Volume 2: The 14th International Conference on Computational Linguistics,
doi:10.3115/992133.992154.
Zhiheng Huang, Wei Xu & Kai Yu (2015):
Bidirectional LSTM-CRF Models for Sequence Tagging.
CoRR abs/1508.01991.
Available at http://arxiv.org/abs/1508.01991.
Cezary Kaliszyk, Michael Kohlhase, Dennis Müller & Florian Rabe (2016):
A Standard for Aligning Mathematical Concepts.
In: Andrea Kohlhase, Paul Libbrecht, Bruce R. Miller, Adam Naumowicz, Walther Neuper, Pedro Quaresma, Frank Wm. Tompa & Martin Suda: Joint Proceedings of the FM4M, MathUI, and ThEdu Workshops, Doctoral Program, and Work in Progress at the Conference on Intelligent Computer Mathematics 2016 co-located with the 9th Conference on Intelligent Computer Mathematics (CICM 2016), Bialystok, Poland, July 25-29, 2016,
CEUR Workshop Proceedings 1785.
CEUR-WS.org,
pp. 229–244.
Available at http://ceur-ws.org/Vol-1785/W24.pdf.
Tomás Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado & Jeffrey Dean (2013):
Distributed Representations of Words and Phrases and their Compositionality.
CoRR abs/1310.4546,
doi:10.5555/2999792.2999959.
Maximilian Nickel & Douwe Kiela (2017):
Poincaré Embeddings for Learning Hierarchical Representations.
In: Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan & Roman Garnett: Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA,
pp. 6338–6347.
Available at https://proceedings.neurips.cc/paper/2017/hash/59dfa2df42d9e3d41f5b02bfc32229dd-Abstract.html.
Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake VanderPlas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot & Edouard Duchesnay (2011):
Scikit-learn: Machine Learning in Python.
J. Mach. Learn. Res. 12,
pp. 2825–2830.
Available at http://dl.acm.org/citation.cfm?id=2078195.
Jeffrey Pennington, Richard Socher & Christopher D. Manning (2014):
Glove: Global Vectors for Word Representation.
In: Alessandro Moschitti, Bo Pang & Walter Daelemans: Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL.
ACL,
pp. 1532–1543,
doi:10.3115/v1/d14-1162.
Alexandru Tifrea, Gary Bécigneul & Octavian-Eugen Ganea (2019):
Poincare Glove: Hyperbolic Word Embeddings.
In: 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019.
OpenReview.net.
Available at https://openreview.net/forum?id=Ske5r3AqK7.
Chengyu Wang, Xiaofeng He & Aoying Zhou (2017):
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances.
In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing.
Association for Computational Linguistics,
Copenhagen, Denmark,
pp. 1190–1203,
doi:10.18653/v1/D17-1123.