Deep learning based question answering system in Bengali

T Tahsin Mayeesha, A Md Sarwar… - Journal of Information …, 2021 - Taylor & Francis
Recent advances in the field of natural language processing has improved state-of-the-art
performances on many tasks including question answering for languages like English …

Multi-task learning model for Kazakh query understanding

G Haisa, G Altenbek - Sensors, 2022 - mdpi.com
Query understanding (QU) plays a vital role in natural language processing, particularly in
regard to question answering and dialogue systems. QU finds the named entity and query …

Question classification on question-answer system using bidirectional-LSTM

R Anhar, TB Adji, NA Setiawan - 2019 5th International …, 2019 - ieeexplore.ieee.org
The first step in the question-answer system is question analysis. This step was carried out
with various processes, one of them was question classification. The question classification …

Classification of bengali questions towards a factoid question answering system

STA Monisha, S Sarker… - 2019 1st International …, 2019 - ieeexplore.ieee.org
This paper demonstrates question classification for Bengali language questions which is the
first step towards developing a closed domain based Bengali factoid question answering …

Extracting Urgent Questions from MOOC Discussions: A BERT-Based Multi-output Classification Approach

M Sultani, N Daneshpour - Arabian Journal for Science and Engineering, 2024 - Springer
Online discussion forums are widely used by students to ask and answer questions related
to their learning topics. However, not all questions posted by students receive timely and …

When, where, who, what or why? a hybrid model to question answering systems

EG Cortes, V Woloszyn, DAC Barone - Computational Processing of the …, 2018 - Springer
Abstract Question Answering Systems is a field of Information Retrieval and Natural
Language Processing that automatically answers questions posed by humans in a natural …

An approach for bengali automatic question answering system using attention mechanism

MR Bhuiyan, AKM Masum… - 2020 11th …, 2020 - ieeexplore.ieee.org
Question answering is a set of tools for obtaining detailed answers from user questions. At
present, it is gaining very popularity day by day in the area of NLP research. There is a lot of …

Detection of compatibility, proximity and expectancy of Bengali sentences using long short term memory

MAH Chowdhury, N Mumenin, M Taus… - … , Electrical and Signal …, 2021 - ieeexplore.ieee.org
Text classification is known to be a supervised machine learning technique used in one or
more predefined categories to classify sentences or text archives. To be a perfect phrase to …

Syntactic Category based Assamese Question Pattern Extraction using N-grams

R Chakraborty, M Deka, SK Sarma - Procedia Computer Science, 2024 - Elsevier
Syntactic categories are important because they play a major role in analysis of sentences.
Assamese is a versatile language added with diversified linguistic features. Analysis and …

A Comprehensive Comparison of Machine Learning Based Methods Used in Bengali Question Classification

A Anika, MH Rahman, S Islam… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
QA classification system maps questions asked by humans to an appropriate answer
category. A sound question classification (QC) system model is the pre-requisite of a sound …