Taneeya Satyapanich


2018

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UMBC at SemEval-2018 Task 8: Understanding Text about Malware
Ankur Padia | Arpita Roy | Taneeya Satyapanich | Francis Ferraro | Shimei Pan | Youngja Park | Anupam Joshi | Tim Finin
Proceedings of the 12th International Workshop on Semantic Evaluation

We describe the systems developed by the UMBC team for 2018 SemEval Task 8, SecureNLP (Semantic Extraction from CybersecUrity REports using Natural Language Processing). We participated in three of the sub-tasks: (1) classifying sentences as being relevant or irrelevant to malware, (2) predicting token labels for sentences, and (4) predicting attribute labels from the Malware Attribute Enumeration and Characterization vocabulary for defining malware characteristics. We achieve F1 score of 50.34/18.0 (dev/test), 22.23 (test-data), and 31.98 (test-data) for Task1, Task2 and Task2 respectively. We also make our cybersecurity embeddings publicly available at http://bit.ly/cyber2vec.

2015

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Ebiquity: Paraphrase and Semantic Similarity in Twitter using Skipgrams
Taneeya Satyapanich | Hang Gao | Tim Finin
Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)

2014

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Meerkat Mafia: Multilingual and Cross-Level Semantic Textual Similarity Systems
Abhay Kashyap | Lushan Han | Roberto Yus | Jennifer Sleeman | Taneeya Satyapanich | Sunil Gandhi | Tim Finin
Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)