The bigscience roots corpus: A 1.6 tb composite multilingual dataset
As language models grow ever larger, the need for large-scale high-quality text datasets has
never been more pressing, especially in multilingual settings. The BigScience workshop, a 1 …
never been more pressing, especially in multilingual settings. The BigScience workshop, a 1 …
A novel data and model centric artificial intelligence based approach in developing high-performance named entity recognition for bengali language
Named Entity Recognition (NER) plays a significant role in enhancing the performance of all
types of domain specific applications in Natural Language Processing (NLP). According to …
types of domain specific applications in Natural Language Processing (NLP). According to …
Context-Aware auto-encoded graph neural model for dynamic question generation using NLP
Question generation is an important task in natural language processing that involves
generating questions from a given text. This paper proposes a novel approach for dynamic …
generating questions from a given text. This paper proposes a novel approach for dynamic …
A survey on NLP resources, tools, and techniques for Marathi language processing
Natural Language Processing (NLP) has been in practice for the past couple of decades,
and extensive work has been done for the Western languages, particularly the English …
and extensive work has been done for the Western languages, particularly the English …
Reading comprehension based question answering system in Bangla language with transformer-based learning
Question answering (QA) system in any language is an assortment of mechanisms for
obtaining answers to user questions with various data compositions. Reading …
obtaining answers to user questions with various data compositions. Reading …
A survey of deep learning techniques for machine reading comprehension
Reading comprehension involves the process of reading and understanding textual
information in order to answer questions related to it. It finds practical applications in various …
information in order to answer questions related to it. It finds practical applications in various …
[HTML][HTML] Transformer based answer-aware bengali question generation
Question generation (QG), the task of generating questions from text or other forms of data, a
significant and challenging subject, has recently attracted more attention in natural language …
significant and challenging subject, has recently attracted more attention in natural language …
Slovak dataset for multilingual question answering
SK-QuAD is the first manually annotated dataset of questions and answers in Slovak. It
consists of more than 91k factual questions and answers from various fields. Each question …
consists of more than 91k factual questions and answers from various fields. Each question …
Banglarqa: A benchmark dataset for under-resourced bangla language reading comprehension-based question answering with diverse question-answer types
High-resource languages, such as English, have access to a plethora of datasets with
various question-answer types resembling real-world reading comprehension. However …
various question-answer types resembling real-world reading comprehension. However …
AraConv: Developing an Arabic task-oriented dialogue system using multi-lingual transformer model mT5
A Fuad, M Al-Yahya - Applied Sciences, 2022 - mdpi.com
Task-oriented dialogue systems (DS) are designed to help users perform daily activities
using natural language. Task-oriented DS for English language have demonstrated …
using natural language. Task-oriented DS for English language have demonstrated …