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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
About me
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Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
Portfolio item number 1
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publications
UNAM at SemEval-2018 task 10: Unsupervised semantic discriminative attribute identification in neural word embedding cones
Published in Proceedings of The 12th International Workshop on Semantic Evaluation, 2018
Keywords: Word Embeding, Discriminative Attribute Identification.
Recommended citation: Arroyo-Fernández, I., Meza, I., & Méndez-Cruz, C. F. (2018). "UNAM at SemEval-2018 task 10: Unsupervised semantic discriminative attribute identification in neural word embedding cones." Proceedings of The 12th International Workshop on Semantic Evaluation. (pp. 977-984). http://www.aclweb.org/anthology/S18-1161
Learning Kernels for Semantic Clustering: A Deep Approach
Published in Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, 2018
Kernel Learning, Natural Language Processing, Sentence Representation
Recommended citation: Arroyo-Fernández, I. (2015). "Learning kernels for semantic clustering: A deep approach." Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop. (pp. 79-87). http://www.aclweb.org/anthology/N15-2011
Cyberbullying Detection Task: the EBSI-LIA-UNAM System (ELU) at COLING 18 TRAC-1
Published in Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018), 2018
Trolling, Aggression and Cyberbullying
Recommended citation: Arroyo-Fernández, I., Forest, D., Torres-Moreno, J. M., Carrasco-Ruiz, M., Legeleux, T., & Joannette, K. (2018). "Cyberbullying Detection Task: the EBSI-LIA-UNAM System (ELU) at COLING 18 TRAC-1." Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018). (pp. 140-149). http://www.aclweb.org/anthology/W18-4417
Unsupervised sentence representations as word information series: Revisiting TF–IDF
Published in Computer Speech & Language, 2019
Keywords: Sentence Representation, Sentence Embedding, Word Embedding, Information Theory, TF-IDF, Natural Language Processing
Recommended citation: Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov. (2019). "Unsupervised sentence representations as word information series: Revisiting TF–IDF." Computer Speech & Language. 56(1). https://doi.org/10.1016/j.csl.2019.01.005
Language features in extractive summarization: Humans Vs. Machines
Published in Knowledge-Based Systems, 180, 1-11, 2019
Automatic Text Summarization
Recommended citation: Arroyo-Fernández, I., Curiel, A., & Méndez-Cruz, C. F. (2019). "Language features in extractive summarization: Humans Vs. Machines." Knowledge-Based Systems, 180, 1-11. (pp. 1-11). https://www.sciencedirect.com/science/article/abs/pii/S0950705119302205
On the Possibility of Rewarding Structure Learning Agents: Mutual Information on Linguistic Random Sets
Published in Sets & Partitions Workshop, NeurIPS, 2019
Semantic Reinforcement Learning
Recommended citation: Arroyo-Fernández, I., Mauricio Carrasco-Ruíz, J. Anibal Arias-Aguilar (2019). "On the Possibility of Rewarding Structure Learning Agents: Mutual Information on Linguistic Random Sets." Sets & Partitions Workshop, NeurIPS 2019. https://arxiv.org/abs/1910.04023
Knowledge extraction for assisted curation of summaries of bacterial transcription factor properties
Published in Database, Volume 2020, 2020, baaa109, 2020
Automatic Text Summarization for the biomedical domain
Recommended citation: Méndez-Cruz, C. F., Blanchet, A., Godínez, A., Arroyo-Fernández, I., Gama-Castro, S., Martínez-Luna, S. B., ... & Collado-Vides, J. (2020). "Knowledge extraction for assisted curation of summaries of bacterial transcription factor properties." Database, 2020. https://doi.org/10.1093/database/baaa109
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Fundamentals of Machine Learning
Undergraduate course, Universidad Nacional Autónoma de México, Centro de Ciencias Genómicas, 2018
Pattern Recognition and Machine Learning
Undergraduate course, Universidad Nacional Autónoma de México, Facultad de ciencias, 2018