5 citations · 7 across the 6 of their papers we have counts for
8 papers
Evaluation Benchmarks for Spanish Sentence Representations
Vladimir Araujo, Andrés Carvallo, Souvik Kundu +6
Due to the success of pre-trained language models, versions of languages other than English have been released in recent years. This fact implies the need for resources to evaluate…
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…
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…
Identifying Protein-Protein Interaction using Tree LSTM and Structured Attention
Mahtab Ahmed, Jumayel Islam, Muhammad Rifayat Samee +1
Identifying interactions between proteins is important to understand underlying biological processes. Extracting a protein-protein interaction (PPI) from the raw text is often very…
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…
Extracting Connected Concepts from Biomedical Texts using Fog Index
Rushdi Shams, Robert E. Mercer
In this paper, we establish Fog Index (FI) as a text filter to locate the sentences in texts that contain connected biomedical concepts of interest. To do so, we have used 24 rando…