Search Results for author:
Found 18 papers, 5 papers with code
Mapping Violence: Developing an Extensive Framework to Build a Bangla Sectarian Expression Dataset from Social Media Interactions
Communal violence in online forums has become extremely prevalent in South Asia, where many communities of different cultures coexist and share resources.
IPA Transcription of Bengali Texts
The International Phonetic Alphabet (IPA) serves to systematize phonemes in language, enabling precise textual representation of pronunciation.
Gazetteer-Enhanced Bangla Named Entity Recognition with BanglaBERT Semantic Embeddings K-Means-Infused CRF Model
In this research, we explored the existing state of research in Bangla Named Entity Recognition.
Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder
Our proposed model is implemented in a simple yet effective approach, which makes it easier for applying in real life.
BanglaBait: Semi-Supervised Adversarial Approach for Clickbait Detection on Bangla Clickbait Dataset
We expect that this dataset and the detailed analysis and comparison of these clickbait detection models will provide a fundamental basis for future research into detecting clickbait titles in Bengali articles.
bbOCR: An Open-source Multi-domain OCR Pipeline for Bengali Documents
We present extensive component-level and system-level evaluation: both use a novel diversified evaluation dataset and comprehensive evaluation metrics.
Optical Character Recognition
Optical Character Recognition (OCR)
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking
Our test dataset comprises 23. 03 hours of speech collected and manually annotated from 17 different sources, e. g., Bengali TV drama, Audiobook, Talk show, Online class, and Islamic sermons to name a few.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
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Abugida Normalizer and Parser for Unicode texts
This paper proposes two libraries to address common and uncommon issues with Unicode-based writing schemes for Indic languages.
BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset
While strides have been made in deep learning based Bengali Optical Character Recognition (OCR) in the past decade, the absence of large Document Layout Analysis (DLA) datasets has hindered the application of OCR in document transcription, e. g., transcribing historical documents and newspapers.
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla
Many areas, such as the biological and healthcare domain, artistic works, and organization names, have nested, overlapping, discontinuous entity mentions that may even be syntactically or semantically ambiguous in practice.
A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction
Recently BERT has achieved a state-of-the-art performance in temporal relation extraction from clinical Electronic Medical Records text.
Predicting engagement in online social networks: Challenges and opportunities
We classified these works based on our task definitions, and explored the machine learning models that have been used for any kind of participation prediction.
Incivility Detection in Online Comments
Incivility in public discourse has been a major concern in recent times as it can affect the quality and tenacity of the discourse negatively.
Age and Gender Prediction on Health Forum Data
Health support forums have become a rich source of data that can be used to improve health care outcomes.
