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- research-articleApril 2024JUST ACCEPTED
MIMIC: Misogyny Identification in Multimodal Internet Content in Hindi-English Code-Mixed Language
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3656169Over the years, social media has emerged as one of the most popular platforms where people express their views and share thoughts about various aspects. The social media content now includes a variety of components such as text, images, videos etc. One ...
- research-articleApril 2024JUST ACCEPTED
Student's Emotion Recognition using Multimodality and Deep Learning
- M. Kalaiyarasi,
- B. V. V. Siva Prasad,
- Janjhyam Venkata Naga Ramesh,
- Ravindra Kumar Kushwaha,
- Ruchi Patel,
- Balajee J
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3654797The goal of emotion detection is to find and recognise emotions in text, speech, gestures, facial expressions, and more. This paper proposes an effective multimodal emotion recognition system based on facial expressions, sentence-level text, and voice. ...
- research-articleMarch 2024JUST ACCEPTED
Syntax-aware Offensive Content Detection in Low-resourced Code-mixed Languages with Continual Pre-training
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3653450Social media is a widely used platform that includes a vast amount of user-generated content, allowing the extraction of information about users’ thoughts from texts. Individuals freely express their thoughts on these platforms, often without constraints, ...
- research-articleMarch 2024
Disambiguation of Isolated Manipuri Tonal Contrast Word Pairs Using Acoustic Features
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 23, Issue 3Article No.: 44, Pages 1–18https://doi.org/10.1145/3643830Manipuri is a low-resource, Tibeto-Burman tonal language spoken mainly in Manipur, a northeastern state of India. Tone identification is crucial to speech comprehension for tonal languages, where tone defines the word’s meaning. Automatic Speech ...
- research-articleMarch 2024
An Expert System for Indian Sign Language Recognition Using Spatial Attention–based Feature and Temporal Feature
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 23, Issue 3Article No.: 37, Pages 1–23https://doi.org/10.1145/3643824Sign Language (SL) is the only means of communication for the hearing-impaired people. Normal people have difficulty understanding SL, resulting in a communication barrier between hearing impaired people and hearing community. However, the Sign Language ...
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- research-articleMarch 2024JUST ACCEPTED
TransVAE-PAM: A Combined Transformer and DAG-based Approach for Enhanced Fake News Detection in Indian Context
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3651160In this study, we introduce a novel method, “TransVAE-PAM”, for the classification of fake news articles, tailored specifically for the Indian context. The approach capitalizes on state-of-the-art contextual and sentence transformer-based embedding models ...
- research-articleFebruary 2024JUST ACCEPTED
Exploration on Advanced Intelligent Algorithms of Artificial Intelligence for Verb Recognition in Machine Translation
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3649891This article aimed to address the problems of word order confusion, context dependency, and ambiguity in traditional machine translation (MT) methods for verb recognition. By applying advanced intelligent algorithms of artificial intelligence, verb ...
- research-articleFebruary 2024JUST ACCEPTED
A Natural Language Processing System for Text Classification Corpus Based on Machine Learning
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3648361A classification system for hazardous materials in air traffic control was investigated using the Human Factors Analysis and Classification System (HFACS) framework and natural language processing to prevent hazardous situations in air traffic control. ...
- research-articleFebruary 2024JUST ACCEPTED
Handling Imbalance and Limited Data in Thyroid Ultrasound and Diabetic Retinopathy Datasets Using Discrete Levy Flights Grey Wolf Optimizer Based Random Forest for Robust Medical Data Classification
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3648363In the field of disease diagnosis, medical image classification faces an inherent challenge due to various factors involving data imbalance, image quality variability, annotation variability, and limited data availability and data representativeness. Such ...
- research-articleFebruary 2024
DSISA: A New Neural Machine Translation Combining Dependency Weight and Neighbors
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 23, Issue 2Article No.: 27, Pages 1–16https://doi.org/10.1145/3638762Most of the previous neural machine translations (NMT) rely on parallel corpus. Integrating explicitly prior syntactic structure information can improve the neural machine translation. In this article, we propose a Syntax Induced Self-Attention (SISA) ...
- research-articleFebruary 2024
Dual-Branch Multitask Fusion Network for Offline Chinese Writer Identification
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 23, Issue 2Article No.: 24, Pages 1–22https://doi.org/10.1145/3638554Chinese characters are complex and contain discriminative information, meaning that their writers have the potential to be recognized using less text. In this study, offline Chinese writer identification based on a single character was investigated. To ...
- research-articleFebruary 2024
A Machine Learning–Based Readability Model for Gujarati Texts
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 23, Issue 2Article No.: 30, Pages 1–32https://doi.org/10.1145/3637826This study aims to develop a machine learning–based model to predict the readability of Gujarati texts. The dataset was 50 prose passages from Gujarati literature. Fourteen lexical and syntactic readability text features were extracted from the dataset ...
- research-articleFebruary 2024JUST ACCEPTED
Automatic Construction of Interval-Valued Fuzzy Hindi WordNet using Lexico-Syntactic Patterns and Word Embeddings
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3643132A computational lexicon is the backbone of any language processing system. It helps computers to understand the language complexity as a human does by inculcating words and their semantic associations. Manually constructed famous Hindi WordNet (HWN) ...
- research-articleJanuary 2024JUST ACCEPTED
Understanding the performance of AI algorithms in Text-Based Emotion Detection for Conversational Agents
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3643133Current industry trends demand automation in every aspect, where machines could replace humans. Recent advancements in conversational agents have grabbed a lot of attention from industries, markets, and businesses. Building conversational agents that ...
- research-articleJanuary 2024JUST ACCEPTED
Fuzzified Deep Learning based Forgery Detection of Signatures in the Healthcare Mission Records
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3641818In an era subjected to digital solutions, handwritten signatures continue playing a crucial role in identity verification and document authentication. These signatures, a form of bio-metric verification, are unique to every individual, serving as a ...
- research-articleJanuary 2024
Ontology-Based Natural Language Processing for Sentimental Knowledge Analysis Using Deep Learning Architectures
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 23, Issue 1Article No.: 17, Pages 1–17https://doi.org/10.1145/3624012When tested with popular datasets, sentiment categorization using deep learning (DL) algorithms will produce positive results. Building a corpus on novel themes to train machine learning methods in sentiment classification with high assurance, however, ...
- research-articleJanuary 2024
Isolated Arabic Sign Language Recognition Using a Transformer-based Model and Landmark Keypoints
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 23, Issue 1Article No.: 3, Pages 1–19https://doi.org/10.1145/3584984Pose-based approaches for sign language recognition provide light-weight and fast models that can be adopted in real-time applications. This article presents a framework for isolated Arabic sign language recognition using hand and face keypoints. We ...
- research-articleJanuary 2024
Emotional Intelligence Attention Unsupervised Learning Using Lexicon Analysis for Irony-based Advertising
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 23, Issue 1Article No.: 1, Pages 1–19https://doi.org/10.1145/3580496Social media platforms have made increasing use of irony in recent years. Users can express their ironic thoughts with audio, video, and images attached to text content. When you use irony, you are making fun of a situation or trying to make a point. It ...
- research-articleJanuary 2024JUST ACCEPTED
Revolutionizing Healthcare: NLP, Deep Learning, and WSN Solutions for Managing the COVID-19 Crisis
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3639566The COVID-19 outbreak in 2020 catalyzed a global socio-economic upheaval, compelling nations to embrace digital technologies as a means of countering economic downturns and ensuring efficient communication systems. This paper delves into the role of ...
- research-articleDecember 2023JUST ACCEPTED
Enhancing Coherence and Diversity in Multi-Class Slogan Generation Systems
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3637551Many problems related to natural language processing are solved by neural networks and big data. Researchers have previously focused on single-task supervised goals with limited data management to train slogan classification. A multi-task learning ...