SlowGuess/NAACL_2021_OCR huggingface dataset:
Guillaume Alain and Yoshua Bengio. 2017. Understanding intermediate layers using linear classifier probes. In 5th International Conference on Learning Representations, ICLR 2017, Toulouse, France.
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of deep bidirectional transformers for language understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pages 4171-4186, Minneapolis, Minnesota. Association for Computational Linguistics.
Robert W. Floyd. 1962. Algorithm 97: Shortest path. Communications of the ACM, 5(6):345.
Richard Futrell, Peng Qian, Edward Gibson, Evelina Fedorenko, and Idan Blank. 2019. Syntactic dependencies correspond to word pairs with high mutual information. In Proceedings of the Fifth International Conference on Dependency Linguistics (Depling, SyntaxFest 2019), pages 3-13, Paris, France. Association for Computational Linguistics.
Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel, Adina Williams, and Ryan Cotterell. 2020. A tale of a probe and a parser. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics.
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016. Deep residual learning for image recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 770-778.
John Hewitt and Percy Liang. 2019. Designing and interpreting probes with control tasks. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pages 2733-2743, Hong Kong, China. Association for Computational Linguistics.
John Hewitt and Christopher D. Manning. 2019. A structural probe for finding syntax in word representations. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pages 4129-4138, Minneapolis, Minnesota. Association for Computational Linguistics.
Prateek Jain, Brian Kulis, and Inderjit Dhillon. 2010. Inductive regularized learning of kernel functions. In Advances in Neural Information Processing Systems, volume 23.
Brian Kulis. 2013. *Metric Learning: A Survey, volume 5 of Foundations and Trends® in Machine Learning*. Now Publishers, Inc.
Ilia Kuznetsov and Iryna Gurevych. 2020. A matter of framing: The impact of linguistic formalism on probing results. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 171-182, Online. Association for Computational Linguistics.
James T. Kwok and Ivor W. Tsang. 2003. Learning with idealized kernels. In Proceedings of the 20th International Conference on Machine Learning, pages 400-407.
Hsuan-Tien Lin and Chih-Jen Lin. 2003. A study on sigmoid kernels for SVM and the training of non-PSD kernels by SMO-type methods. Neural Computation, 3:1-32.
Joakim Nivre, Mitchell Abrams, Željko Agić, Lars Ahrenberg, Gabrièle Aleksandraviciūtè, Lene Antonsen, Katya Aplonova, Maria Jesus Aranzabe, Gashaw Arutie, Masayuki Asahara, Luma Ateyah, Mohammed Attia, Aitziber Atutxa, Liesbeth Augustinus, Elena Badmaeva, Miguel Ballesteros, Esha Banerjee, Sebastian Bank, Verginica Barbu Mititelu, Victoria Basmov, John Bauer, Sandra Bellato, Kepa Bengoetxea, Yevgeni Berzak, Irshad Ahmad Bhat, Riyadh Ahmad Bhat, Erica Biagetti, Eckhard Bick, Agné Bielinskiené, Rogier Blokland, Victoria Bobicev, Loïc Boizou, Emanuel Borges Völker, Carl Borstell, Cristina Bosco, Gosse Bouma, Sam Bowman, Adriane Boyd, Kristina Brokaité, Aljoscha Burchardt, Marie Candito, Bernard Caron, Gauthier Caron, Gülsen Cebiroğlu Eryigit, Flavio Massimiliano Cecchini, Giuseppe G. A. Celano, Slavomír Čéplö, Savas Cetin, Fabricio Chalub, Jinho Choi, Yongseok Cho, Jayeol Chun, Silvie Cinková, Aurélie Collomb, Căgrij Cöltekin, Miriam Connor, Marine Courtin, Elizabeth Davidson, Marie-Catherine
de Marneffe, Valeria de Paiva, Arantza Diaz de Ilarraza, Carly Dickerson, Bamba Dione, Peter Dirix, Kaja Dobrovoljc, Timothy Dozat, Kira Droganova, Puneet Dwivedi, Hanne Eckhoff, Marhaba Eli, Ali Elkahky, Binyam Ephrem, Tomaz Erjavec, Aline Etienne, Richard Farkas, Hector Fernandez Alcalde, Jennifer Foster, Cláudia Freitas, Kazunori Fujita, Katarina Gajdosova, Daniel Galbraith, Marcos Garcia, Moa Gärdenfors, Sebastian Garza, Kim Gerdes, Filip Ginter, Iakes Goenaga, Koldo Gojenola, Memduh Gokirmak, Yoav Goldberg, Xavier Gomez Guinovart, Berta González Saavedra, Matias Grioni, Normunds Gruzitis, Bruno Guillaume, Céline Guillot-Barbance, Nizar Habash, Jan Hajic, Jan Hajic jr., Linh Hà My, Na-Rae Han, Kim Harris, Dag Haug, Johannes Heinecke, Felix Hennig, Barbora Hladká, Jaroslava Hlaváčová, Florinel Hociung, Petter Hohle, Jena Hwang, Takumi Ikeda, Radu Ion, Elena Irimia, Olajíde Ishola, Tomás Jelinek, Anders Johannsen, Fredrik Jorgensen, Hüner Kaskika, Andre Kaasen, Sylvain Kahane, Hiroshi Kanayama, Jenna Kanerva, Boris Katz, Tolga Kayadelen, Jessica Kenney, Václava Kettnerova, Jesse Kirchner, Arne Köhn, Kamil Kopacewicz, Natalia Kotsyba, Jolanta Kovalevskaite, Simon Krek, Sookyoung Kwak, Veronika Laippala, Lorenzo Lambertino, Lucia Lam, Tatiana Lando, Septina Dian Larasati, Alexei Lavrentiev, John Lee, Phuong Lê Hong, Alessandro Lenci, Saran Lertpradit, Herman Leung, Cheuk Ying Li, Josie Li, Keying Li, Kyung-Tae Lim, Yuan Li, Nikola Ljubesic, Olga Loginova, Olga Lyashevskaya, Teresa Lynn, Vivien Macketanz, Aibek Makazhanov, Michael Mandl, Christopher Manning, Ruli Manurung, Cathalina Mărănduc, David Mareček, Katrin Marheinecke, Héctor Martínez Alonso, André Martins, Jan Mašek, Yuji Matsumoto, Ryan McDonald, Sarah McGuinness, Gustavo Mendonça, Niko Miekka, Margarita Misirpashayeva, Anna Missila, Catalin Mittelu Yusuke Miyao. Simonetta Montemagni, Amir More Laura Moreno Romero. Keiko Sophie Mori Tomohiko Morioka Shinsuke Mori Shigeki Moro Bjartur Mortensen Bohdan Moskalevskyi Kadri Muischnek. Yugo Murawaki. Kaili Mürürisep. Pinkey Nainwani Juan Ignacio Navarro Horniacek. Anna Nedoluzhko. Gunta Nespore-Berzkalne. Luong Nguyen Thi. Huyen Nguyen Thi Minh. Yoshihiro Nikaido. Vitaly Nikolaev. Rattima Nitisaroj. Hanna Nurmi. Stina Ojala. Adedayo Olókun. Mai Omura. Petya Osenova. Robert Ostling. Lilja Øvrelid. Niko Partanen. Elena Pascual. Marco Passarotti Agnieszka Patejuk. Guilherme Paulino-Passos. Angelika Peljak-Lapinska. Siyao Peng. Cenel-Augusto Perez. Guy Perrier. Daria Petrova. Slav Petrov. Jussi Piitulainen. Tommi A Pirinen. Emily Pitur. Barbara Plank. Thierry Poibeau. Martin Popel. Lauma Pretkalnina. Sophie Prevost. Prokopis Prokopidis. Adam Przepiörkowski. Tiina Puolakainen. Sampo Pyysalo. Andriela Raabis. Alexandre Rademaker. Loganathan Ramasamy. Taraka Rama Carlos Ramisch. Vinit Ravishankar. Livy Real. Siva Reddy Georg Rehm Michael Rießler Erika Rimkute Larissa Rinaldi Laura Rituma Luisa
Rocha, Mykhailo Romanenko, Rudolf Rosa, Davide Rovati, Valentin Rosca, Olga Rudina, Jack Rueter, Shoval Sadde, Benoit Sagot, Shadi Saleh, Alessio Salomoni, Tanja Samardžić, Stephanie Samson, Manuela Sanguinetti, Dage Särg, Baiba Saulite, Yanin Sawanakunanon, Nathan Schneider, Sebastian Schuster, Djame Seddah, Wolfgang Seeker, Mojgan Seraji, Mo Shen, Atsuko Shimada, Hiroyuki Shirasu, Muh Shohibussirri, Dmitry Sichinava, Natalia Silveira, Maria Simi, Radu Simionescu, Katalin Simko, María Šimková, Kiril Simov, Aaron Smith, Isabela Soares-Bastos, Carolyn Spadine, Antonio Stella, Milan Straka, Jana Strnadová, Alane Suhr, Umut Sulubacak, Shingo Suzuki, Zsolt Szántó, Dima Taji, Yuta Takahashi, Fabio Tamburini, Takaaki Tanaka, Isabelle Tellier, Guillaume Thomas, Lisi Torga, Trond Trosterud, Anna Trukhina, Reut Tsarfaty, Francis Tyers, Sumire Uematsu, Zdenka Urešová, Larraitz Uria, Hans Uszkoreit, Sowmya Vajjala, Daniel van Niekerk, Gertjan van Noord, Viktor Varga, Eric Villemonte de la Clergerie, Veronika Vincze, Lars Wallin, Abigail Walsh, Jing Xian Wang, Jonathan North Washington, Maximilan Wendt, Seyi Williams, Mats Wiren, Christian Wittern, Tsegay Woldemariam, Tak-sum Wong, Alina Wróblewska, Mary Yako, Naoki Yamazaki, Chunxiao Yan, Koichi Yasuoka, Marat M. Yavrumyan, Zhuoran Yu, Zdeněk Žabokrtský, Amir Zeldes, Daniel Zeman, Manying Zhang, and Hanzhi Zhu. 2019. Universal Dependencies 2.4. LIN-DAT/CLARIN digital library at the Institute of Formal and Applied Linguistics (UFAL), Faculty of Mathematics and Physics, Charles University.
Tiago Pimentel, Naomi Saphra, Adina Williams, and Ryan Cotterell. 2020a. Pareto probing: Trading off accuracy for complexity. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 3138-3153, Online. Association for Computational Linguistics.
Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams, and Ryan Cotterell. 2020b. Information-theoretic probing for linguistic structure. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics.
Robert Clay Prim. 1957. Shortest connection networks and some generalizations. The Bell System Technical Journal, 36(6):1389-1401.
Emily Reif, Ann Yuan, Martin Wattenberg, Fernanda B Viegas, Andy Coenen, Adam Pearce, and Been Kim. 2019. Visualizing and measuring the geometry of
bert. In Advances in Neural Information Processing Systems, volume 32.
Naomi Saphra and Adam Lopez. 2019. Understanding learning dynamics of language models with SVCCA. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pages 3257-3267, Minneapolis, Minnesota. Association for Computational Linguistics.
I. J. Schoenberg. 1938. Metric spaces and positive definite functions. Transactions of the American Mathematical Society, 44(3):522-536.
Bernhard Scholkopf. 2001. The kernel trick for distances. In Advances in Neural Information Processing Systems, pages 301-307.
Bernhard Scholkopf and Alexander J. Smola. 2002. Learning with Kernels. MIT Press.
Matthew Schultz and Thorsten Joachims. 2004. Learning a distance metric from relative comparisons. In Advances in Neural Information Processing Systems, pages 41-48.
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. In Advances in Neural Information Processing Systems, pages 5998-6008.
Elena Voita, David Talbot, Fedor Moiseev, Rico Senrich, and Ivan Titov. 2019. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 5797-5808, Florence, Italy. Association for Computational Linguistics.