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cs.CL2019
Improving Tree-LSTM with Tree Attention
Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer
In Natural Language Processing (NLP), we often need to extract information from tree topology. Sentence structure can be represented via a dependency tree or a constituency tree st…
cs.CL2018
A Novel Neural Sequence Model with Multiple Attentions for Word Sense Disambiguation
Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer
Word sense disambiguation (WSD) is a well researched problem in computational linguistics. Different research works have approached this problem in different ways. Some state of th…
cs.CL2018
Improving Neural Sequence Labelling using Additional Linguistic Information
Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer
Sequence labelling is the task of assigning categorical labels to a data sequence. In Natural Language Processing, sequence labelling can be applied to various fundamental problems…