It is a very challenging task to manipulate, organize, and categorize an enormous amount of web text data in manually. This paper proposes an automatic text categorization framework to classify Bengali web text data using deep learning. The proposed framework comprises of three key constituents: ...
Based on the subjects of CB, glossary and perceived meaning of words change remarkably. CB awareness is raised in most countries because of the consequences described in this work. Correspondingly, most of the authors submitted their works by machine learning (ML) methods for identifying CB in ...
This results in multiple Z matrices, meaning each input word embedding is projected into different “representation subspaces”. Multi-Headed Self-Attention Example (3 Heads) For a word like “chasing”, there will be 3 different Z matrices (called “Attention Heads”). These heads are concaten...
I have used the AI tool mainly to edit my message text with proper grammar and punctuation, because i cannot use my direct message to translate into other languages if i used so the stupid google translate will anyhow translate and because of that the entire meaning of the sentence will gets...
Some words can hide their meaning It's so dark I can hardly see out now Think I might drive away I'm in trouble deep But I'm not losing I'm in trouble deep Riding out to nowhere Heading for the sun Riding out to one more place ...
Therefore, an automatic penmanship assessment is still in order for a more objective assessment. Assessing penmanship of Chinese handwriting: a deep… 727 Assessing handwriting in Chinese Chinese uses a logographic writing system, with characters as the smallest free- standing meaning-carrying ...
Another revealing and independent evidence of pīlu’s connection with the meaning of tooth comes from the widespread Indic phytonym of Salvadora persica, known in the western world as ‘toothbrush tree’, and in Arabic countries as ‘miswak’ tree; ‘miswak’ meaning ‘tooth-cleaning-stick’ (...
Flowers Rot…brings to mind the hidden qualities of the pillar stones (orgallauns) that litter Ireland. Though unassuming to the inexperienced eye, they are wreathed in lore, poetry, meaning, and, more literally, might stretch twenty feet below despite being only three feet above ground. Upon...
Data preprocessor As shown in Fig. 1, the data preprocessor module is responsible to remove Twitter pro- file tags, hashtags, URLs, emojis, and stop words (words that do not add any meaning or value to the sentence) in addition to the tokenization task. G anfure J ournal of Big...
Bengali summarizationDeep learningOne of the key challenges of natural language processing (NLP) is to identify the meaning of any text. Text summarization is one of the most challenging applications in the field of NLP where appropriate analysis is needed of given input text. Identifying the ...