Beyond Word-Based Model Embeddings: Contextualized Representations for Enhanced Social Media Spam Detection

S Alshattnawi, A Shatnawi, AMR AlSobeh… - Applied Sciences, 2024 - mdpi.com
As social media platforms continue their exponential growth, so do the threats targeting their
security. Detecting disguised spam messages poses an immense challenge owing to the …

An automated method to enrich consumer health vocabularies using GloVe word embeddings and an auxiliary lexical resource

M Ibrahim, S Gauch, O Salman, M Alqahtani - PeerJ Computer Science, 2021 - peerj.com
Background Clear language makes communication easier between any two parties. A
layman may have difficulty communicating with a professional due to not understanding the …

ICE: Information coverage estimate for automatic evaluation abstractive summaries

DM Lal, KP Singh, US Tiwary - Expert Systems with Applications, 2022 - Elsevier
Summaries are expected to relay the most amount of information in the least amount of
words. Summary assessment tools such as Rouge, METEOR, and BLEU fail to explain the …

Optimizing Transformer Inference on FPGA: A Study on Hardware Acceleration using Vitis HLS

S Bhowmick - 2023 - aaltodoc.aalto.fi
In the last decade, advancements in Natural Language Processing have been exemplary, it
has reshaped human-computer interaction, spruced up mainly by the transformative power …