no code implementations • 13 Mar 2022 • Md. Ahsanul Kabir, AlJohara Almulhim, Xiao Luo, Mohammad Al Hasan
Unfortunately, in medical literature, cause and effect phrases in a sentence are not simply nouns or noun phrases, rather they are complex phrases consisting of several words, and existing methods fail to correctly extract the cause and effect entities in such sentences.
no code implementations • 13 Mar 2022 • Md. Ahsanul Kabir, Mohammad Al Hasan, Aritra Mandal, Daniel Tunkelang, Zhe Wu
ORDSIM exploits variable-width buckets to model ordinal loss, which penalizes errors in high-level similarity harshly, and thus enable the regression model to obtain better prediction results for high similarity values.
no code implementations • 4 Apr 2021 • Md. Ahsanul Kabir, Typer Phillips, Xiao Luo, Mohammad Al Hasan
Semantic relationships, such as hyponym-hypernym, cause-effect, meronym-holonym etc.