Sabahuddin Ahmad | Aligarh Muslim University (original) (raw)

Papers by Sabahuddin Ahmad

ijcrt, 204

Abstract: Feminist literature in Indian languages occupies a vital space, reflecting diverse voic... more Abstract: Feminist literature in Indian languages occupies a vital space, reflecting diverse voices and struggles
within the Indian context. This paper explores feminist writing across various Indian languages, analyzing thematic
concerns and socio-cultural impact. Themes such as patriarchy critique, intersectionality exploration, and women's
agency celebration are examined within regional cultures and linguistic diversity. The paper considers feminist
literature's socio-cultural impact, highlighting its role in amplifying marginalized voices, fostering empowerment,
and driving social change. It also discusses challenges and opportunities for feminist discourse, including issues
of representation and accessibility. The enduring relevance of feminist writing in Indian languages lies in its
capacity to challenge norms, inspire activism, and shape dialogues on gender equality and cultural transformation

International Journal of History and Cultural Studies (IJHCS)

Folk literature represents the oral and written expressions of a culture, passed down from genera... more Folk literature represents the oral and written expressions of a culture, passed down from generation to generation through informal channels. It encompasses a wide array of narratives, songs, rituals, and other forms of artistic expression that reflect the beliefs, values, and experiences of a community. Folk literature is deeply ingrained in the cultural fabric of societies, serving as a repository of collective wisdom and identity. Its definition extends beyond mere storytelling; it encompasses the multifaceted ways in which a community interprets and articulates its worldview, traditions, and history.At its core, folk literature embodies the creative spirit of a people, often characterized by its communal nature and dynamic evolution over time. It thrives in diverse linguistic and regional contexts, adapting to the social, environmental, and historical dynamics of each community. Whether conveyed through spoken word, song, dance, or visual art, folk literature reflects the rich tapestry of human experience, offering insights into the values, aspirations, and struggles of societies past and present.In this paper, we embark on a journey to explore the multifaceted world of folk literature in Indian languages. By delving into its various forms, themes, and functions, we aim to gain a deeper understanding of its significance in shaping individual and collective identities, preserving cultural heritage, and fostering social cohesion. Through our exploration, we seek to highlight the richness and complexity of Indian folk literature, inviting readers to appreciate its enduring relevance and beauty. 2. THE IMPORTANCE OF FOLK LITERATURE The importance of folk literature in Indian culture is profound and multifaceted, serving as a vital repository of collective wisdom, cultural identity, and social cohesion. Here are some key aspects that highlight its significance: Preservation of Cultural Heritage: Folk literature embodies the cultural heritage of diverse communities across India. Through oral traditions, songs, myths, and rituals, it preserves the customs, beliefs, and values passed down through generations. These narratives often reflect the historical experiences, social structures, and spiritual beliefs of different regions and communities, providing invaluable insights into India's rich cultural tapestry. Transmission of Knowledge and Values: Folk literature serves as a medium for transmitting essential knowledge, moral lessons, and societal values from one generation to the next. Through engaging

This paper provides a comprehensive exploration of literary theories in world languages, spanning... more This paper provides a comprehensive exploration of literary theories in world languages, spanning both Western and Eastern traditions and encompassing contemporary trends and future directions. It begins by delineating key Western and Eastern literary theories, examining their historical development, theoretical frameworks, and practical applications. The paper then delves into contemporary trends such as ecocriticism, queer theory, and globalization, highlighting their significance in the study of literature across diverse linguistic and cultural contexts. Furthermore, it discusses the application of literary theories in world languages through case studies, interpretive analysis, and practical implications, while also addressing challenges such as ethnocentrism, cultural appropriation, and accessibility. Finally, the paper emphasizes the importance of understanding literary theories in world languages for fostering cross-cultural understanding, promoting diversity and inclusivity, and enriching global literary discourse, with implications extending to literary studies and beyond.

This paper delves into the essence and significance of folk literature across global cultures. It... more This paper delves into the essence and significance of folk literature across global cultures. It explores the definition, evolution, and transmission of folk narratives, highlighting common motifs and themes such as heroic journeys, moral dilemmas, and trickery. Through case studies including The Iliad, Panchatantra, Nasreddin Hodja Tales, Aesop's Fables, and Anansi Stories, it elucidates the cultural heritage and educational value embedded in folk literature. Addressing challenges like cultural appropriation and adaptation, the paper underscores the importance of ethical interpretation and cultural sensitivity. It examines folk literature's role in contemporary society, advocating for preservation efforts, educational integration, and identity formation. Ultimately, folk literature stands as a testament to human creativity, fostering cross-cultural understanding and unity through the timeless art of storytelling.

JETIR April 2024, Volume 11, Issue 4 www.jetir.org(ISSN-2349-5162), 2024

This paper presents a critical study on the language of Artificial Intelligence (AI), focusing on... more This paper presents a critical study on the language of Artificial Intelligence (AI), focusing on the exploration of its vocabulary. With an ever-expanding lexicon, understanding the nuances and evolution of AI terminology is crucial for researchers, practitioners, and educators. The study delves into historical overviews, trends, and patterns in AI vocabulary, alongside previous research on AI lexicon. Methodologically, data collection, lexical analysis techniques, and criteria for categorization are outlined. Categorization encompasses core concepts, emerging terms, domain-specific vocabulary, and jargon within AI discourse. Analysis reveals frequency distributions, semantic shifts, and cultural variations in vocabulary usage, emphasizing the language's impact on knowledge transmission and collaboration. Discussion highlights implications for research and practice, challenges in vocabulary standardization, and opportunities for interdisciplinary collaboration. Future directions include predicting trends, managing linguistic changes, and leveraging AI lexica in education. This paper contributes to understanding AI vocabulary, fostering effective communication, and advancing responsible AI development.

2024

Teaching Linguistics Online During COVID-19" investigates the critical shift from traditional to ... more Teaching Linguistics Online During COVID-19" investigates the critical shift from traditional to online linguistics education necessitated by the pandemic. The study examines the effectiveness of online teaching methods and the challenges faced by educators and students. It explores pedagogical adaptations, the role of technological tools, and the experiences of both students and instructors. Key findings emphasize the importance of flexible approaches, technology integration, and equitable support. This research contributes insights that inform the future of linguistics education, providing valuable lessons and practical recommendations for enhancing online teaching during crises.

The National Education Policy (NEP) 2020 emphasizes the importance of mother tongue-based educati... more The National Education Policy (NEP) 2020 emphasizes the importance of mother tongue-based education in fostering holistic development and preserving cultural identity. This paper examines the significance of mother tongue in the NEP 2020, highlighting its implications for educational practices and outcomes. Through a comprehensive review of literature and policy analysis, the paper elucidates the role of mother tongue in enhancing cognitive abilities, promoting inclusivity, and nurturing linguistic diversity. Moreover, it explores the challenges and opportunities associated with implementing mother tongue-based education strategies in the Indian context. By critically examining the policy framework and empirical evidence, this paper provides insights into the transformative potential of mother tongue-based education in achieving the goals of NEP 2020.

This paper critically analyzes Sphota theory, an ancient Indian philosophical concept proposing a... more This paper critically analyzes Sphota theory, an ancient Indian philosophical concept proposing a holistic understanding of linguistic meaning. Tracing its historical development and key proponents, we explore its departure from Western linguistic theories, its cognitive implications, and address critiques. Sphota's applications in language education, computational linguistics, and philosophy of mind are discussed, emphasizing its interdisciplinary relevance. Despite facing challenges regarding empirical validation and compatibility with contemporary paradigms, Sphota theory offers insights into language comprehension and conceptualization. Future directions involve reconciling Sphota with modern linguistic and cognitive science frameworks, ensuring its continued integration and application in diverse fields. This study contributes to ongoing discussions on language theory and cognition, highlighting Sphota's enduring significance in the study of language and mind.

This paper offers a comprehensive examination of the world literature, tracing its historical evo... more This paper offers a comprehensive examination of the world literature, tracing its historical evolution, identifying major themes and literary movements, and highlighting global influences. Through extensive literature review, it sheds light on cross-cultural exchanges, challenges in studying world literature, and contemporary trends. Key findings underscore the diversity and interconnectedness of global literary traditions. The implications include fostering cultural appreciation, encouraging inclusivity, and recognizing literature's role in addressing global issues. This research enhances our understanding of the global literary landscape, fostering a broader perspective in an increasingly interconnected world.

Vol-10 Issue-2 2024 IJARIIE-ISSN(O)-2395-4396, 2024

This paper critically examines Maulana Abul Kalam Azad's pivotal role in shaping the Indian educa... more This paper critically examines Maulana Abul Kalam Azad's pivotal role in shaping the Indian education system, contextualized within the National Education Policy (NEP) 2020 framework. Azad's visionary contributions, rooted in inclusivity, holistic development, and cultural synthesis, are analyzed alongside the contemporary educational reforms outlined in the NEP 2020. Through a comprehensive review of historical narratives, policy documents, and scholarly literature, this study elucidates Azad's enduring influence on educational philosophy and practice. The analysis highlights parallels and disparities between Azad's ideals and the NEP 2020 objectives, while identifying challenges and opportunities for integration. Insights gleaned from this study offer valuable perspectives for policymakers, educators, and stakeholders seeking to advance educational equity, quality, and relevance in the dynamic landscape of Indian education. Ultimately, Azad's legacy serves as a beacon, guiding efforts towards building a more inclusive, equitable, and transformative education system for India's future generations.

This paper critically analyzes Sphota theory, an ancient Indian philosophical concept proposing a... more This paper critically analyzes Sphota theory, an ancient Indian philosophical concept proposing a holistic understanding of linguistic meaning. Tracing its historical development and key proponents, we explore its departure from Western linguistic theories, its cognitive implications, and address critiques. Sphota's applications in language education, computational linguistics, and philosophy of mind are discussed, emphasizing its interdisciplinary relevance. Despite facing challenges regarding empirical validation and compatibility with contemporary paradigms, Sphota theory offers insights into language comprehension and conceptualization. Future directions involve reconciling Sphota with modern linguistic and cognitive science frameworks, ensuring its continued integration and application in diverse fields. This study contributes to ongoing discussions on language theory and cognition, highlighting Sphota's enduring significance in the study of language and mind.

IJARIIE, 2024

Abstract: This paper critically examines Maulana Abul Kalam Azad's pivotal role in shaping the I... more Abstract: This paper critically examines Maulana Abul Kalam Azad's pivotal role in shaping the Indian education system, contextualized within the National Education Policy (NEP) 2020 framework. Azad's visionary contributions, rooted in inclusivity, holistic development, and cultural synthesis, are analyzed alongside the contemporary educational reforms outlined in the NEP 2020. Through a comprehensive review of historical narratives, policy documents, and scholarly literature, this study elucidates Azad's enduring influence on educational philosophy and practice. The analysis highlights parallels and disparities between Azad's ideals and the NEP 2020 objectives, while identifying challenges and opportunities for integration. Insights gleaned from this study offer valuable perspectives for policymakers, educators, and stakeholders seeking to advance educational equity, quality, and relevance in the dynamic landscape of Indian education. Ultimately, Azad's legacy serves as a beacon, guiding efforts towards building a more inclusive, equitable, and transformative education system for India's future generations.

Feminist literature in Indian languages occupies a vital space, reflecting diverse voices and str... more Feminist literature in Indian languages occupies a vital space, reflecting diverse voices and struggles within the Indian context. This paper explores feminist writing across various Indian languages, analyzing thematic concerns and socio-cultural impact. Themes such as patriarchy critique, intersectionality exploration, and women's agency celebration are examined within regional cultures and linguistic diversity. The paper considers feminist literature's socio-cultural impact, highlighting its role in amplifying marginalized voices, fostering empowerment, and driving social change. It also discusses challenges and opportunities for feminist discourse, including issues of representation and accessibility. The enduring relevance of feminist writing in Indian languages lies in its capacity to challenge norms, inspire activism, and shape dialogues on gender equality and cultural transformation.

2024 IJRAR March 2024, Volume 11, Issue 1 , 2024

This paper explores the symbiotic relationship between linguistics and artificial intelligence (A... more This paper explores the symbiotic relationship between linguistics and artificial intelligence (AI) by investigating their intersection, methodologies, key findings, and broader implications. It addresses how AI techniques can advance linguistic understanding and language-related applications. Employing a comprehensive literature review, it discusses relevant linguistic concepts, AI techniques in linguistic research, and AI-driven linguistic advancements. Ethical considerations regarding AI in linguistics are also covered. The study finds that AI models effectively integrate linguistic knowledge, enhancing applications like machine translation and sentiment analysis. However, challenges like data bias and model complexity are acknowledged. This research emphasizes responsible AI use and highlights the promising future of linguistics and AI collaboration.

The Genetic Algorithm (GA) is one of the most popular meta-heuristic algorithms that has been fou... more The Genetic Algorithm (GA) is one of the most popular meta-heuristic algorithms that has been found to be effective for accurate feature selection tasks. In recent decades, the number of instances and features hasgrown in size, making most current feature selection algorithms and even GAs, unscalable. To improve the scalability of big data feature selection algorithms and exceptionally GA, we adopt distributed computing strategies such as the Map-Reduce model and Hadoop system. In this paper, we first present recent work dealing with the use of parallel genetic algorithms in large datasets. Then we will propose a new parallel genetic algorithm based on the island model. The performance of the proposed method was theoretically and empirically compared to existing feature selection methods when handling large-scale datasets and the results confirm the effectiveness of our proposed method.

The Genetic Algorithm (GA) is one of the most popular meta-heuristic algorithms that has been fou... more The Genetic Algorithm (GA) is one of the most popular meta-heuristic algorithms that has been found to be effective for accurate feature selection tasks. In recent decades, the number of instances and features hasgrown in size, making most current feature selection algorithms and even GAs, unscalable. To improve the scalability of big data feature selection algorithms and exceptionally GA, we adopt distributed computing strategies such as the Map-Reduce model and Hadoop system. In this paper, we first present recent work dealing with the use of parallel genetic algorithms in large datasets. Then we will propose a new parallel genetic algorithm based on the island model. The performance of the proposed method was theoretically and empirically compared to existing feature selection methods when handling large-scale datasets and the results confirm the effectiveness of our proposed method.

Teaching Documents by Sabahuddin Ahmad

This paper examines the historical evolution and contemporary implications of corpora in language... more This paper examines the historical evolution and contemporary implications of corpora in language teaching. Beginning with an overview of traditional language teaching methods and their limitations, the study traces the emergence of corpora in linguistic research, highlighting milestones such as the development of influential corpora like the Brown Corpus and the British National Corpus. Pioneering projects by researchers such as John Sinclair and advancements in technology have facilitated the integration of corpora into language education, offering authentic language data for analysis and instructional design. Despite initial resistance, corpora have revolutionized language teaching by enhancing authenticity, promoting language awareness, and enabling personalized learning experiences. The paper discusses current trends such as big data in corpus linguistics, emerging technologies like natural language processing, and future directions in interdisciplinary research. It concludes with recommendations for optimizing corpusbased language teaching methodologies to meet the evolving needs of global language learners.

ijcrt, 204

Abstract: Feminist literature in Indian languages occupies a vital space, reflecting diverse voic... more Abstract: Feminist literature in Indian languages occupies a vital space, reflecting diverse voices and struggles
within the Indian context. This paper explores feminist writing across various Indian languages, analyzing thematic
concerns and socio-cultural impact. Themes such as patriarchy critique, intersectionality exploration, and women's
agency celebration are examined within regional cultures and linguistic diversity. The paper considers feminist
literature's socio-cultural impact, highlighting its role in amplifying marginalized voices, fostering empowerment,
and driving social change. It also discusses challenges and opportunities for feminist discourse, including issues
of representation and accessibility. The enduring relevance of feminist writing in Indian languages lies in its
capacity to challenge norms, inspire activism, and shape dialogues on gender equality and cultural transformation

International Journal of History and Cultural Studies (IJHCS)

Folk literature represents the oral and written expressions of a culture, passed down from genera... more Folk literature represents the oral and written expressions of a culture, passed down from generation to generation through informal channels. It encompasses a wide array of narratives, songs, rituals, and other forms of artistic expression that reflect the beliefs, values, and experiences of a community. Folk literature is deeply ingrained in the cultural fabric of societies, serving as a repository of collective wisdom and identity. Its definition extends beyond mere storytelling; it encompasses the multifaceted ways in which a community interprets and articulates its worldview, traditions, and history.At its core, folk literature embodies the creative spirit of a people, often characterized by its communal nature and dynamic evolution over time. It thrives in diverse linguistic and regional contexts, adapting to the social, environmental, and historical dynamics of each community. Whether conveyed through spoken word, song, dance, or visual art, folk literature reflects the rich tapestry of human experience, offering insights into the values, aspirations, and struggles of societies past and present.In this paper, we embark on a journey to explore the multifaceted world of folk literature in Indian languages. By delving into its various forms, themes, and functions, we aim to gain a deeper understanding of its significance in shaping individual and collective identities, preserving cultural heritage, and fostering social cohesion. Through our exploration, we seek to highlight the richness and complexity of Indian folk literature, inviting readers to appreciate its enduring relevance and beauty. 2. THE IMPORTANCE OF FOLK LITERATURE The importance of folk literature in Indian culture is profound and multifaceted, serving as a vital repository of collective wisdom, cultural identity, and social cohesion. Here are some key aspects that highlight its significance: Preservation of Cultural Heritage: Folk literature embodies the cultural heritage of diverse communities across India. Through oral traditions, songs, myths, and rituals, it preserves the customs, beliefs, and values passed down through generations. These narratives often reflect the historical experiences, social structures, and spiritual beliefs of different regions and communities, providing invaluable insights into India's rich cultural tapestry. Transmission of Knowledge and Values: Folk literature serves as a medium for transmitting essential knowledge, moral lessons, and societal values from one generation to the next. Through engaging

This paper provides a comprehensive exploration of literary theories in world languages, spanning... more This paper provides a comprehensive exploration of literary theories in world languages, spanning both Western and Eastern traditions and encompassing contemporary trends and future directions. It begins by delineating key Western and Eastern literary theories, examining their historical development, theoretical frameworks, and practical applications. The paper then delves into contemporary trends such as ecocriticism, queer theory, and globalization, highlighting their significance in the study of literature across diverse linguistic and cultural contexts. Furthermore, it discusses the application of literary theories in world languages through case studies, interpretive analysis, and practical implications, while also addressing challenges such as ethnocentrism, cultural appropriation, and accessibility. Finally, the paper emphasizes the importance of understanding literary theories in world languages for fostering cross-cultural understanding, promoting diversity and inclusivity, and enriching global literary discourse, with implications extending to literary studies and beyond.

This paper delves into the essence and significance of folk literature across global cultures. It... more This paper delves into the essence and significance of folk literature across global cultures. It explores the definition, evolution, and transmission of folk narratives, highlighting common motifs and themes such as heroic journeys, moral dilemmas, and trickery. Through case studies including The Iliad, Panchatantra, Nasreddin Hodja Tales, Aesop's Fables, and Anansi Stories, it elucidates the cultural heritage and educational value embedded in folk literature. Addressing challenges like cultural appropriation and adaptation, the paper underscores the importance of ethical interpretation and cultural sensitivity. It examines folk literature's role in contemporary society, advocating for preservation efforts, educational integration, and identity formation. Ultimately, folk literature stands as a testament to human creativity, fostering cross-cultural understanding and unity through the timeless art of storytelling.

JETIR April 2024, Volume 11, Issue 4 www.jetir.org(ISSN-2349-5162), 2024

This paper presents a critical study on the language of Artificial Intelligence (AI), focusing on... more This paper presents a critical study on the language of Artificial Intelligence (AI), focusing on the exploration of its vocabulary. With an ever-expanding lexicon, understanding the nuances and evolution of AI terminology is crucial for researchers, practitioners, and educators. The study delves into historical overviews, trends, and patterns in AI vocabulary, alongside previous research on AI lexicon. Methodologically, data collection, lexical analysis techniques, and criteria for categorization are outlined. Categorization encompasses core concepts, emerging terms, domain-specific vocabulary, and jargon within AI discourse. Analysis reveals frequency distributions, semantic shifts, and cultural variations in vocabulary usage, emphasizing the language's impact on knowledge transmission and collaboration. Discussion highlights implications for research and practice, challenges in vocabulary standardization, and opportunities for interdisciplinary collaboration. Future directions include predicting trends, managing linguistic changes, and leveraging AI lexica in education. This paper contributes to understanding AI vocabulary, fostering effective communication, and advancing responsible AI development.

2024

Teaching Linguistics Online During COVID-19" investigates the critical shift from traditional to ... more Teaching Linguistics Online During COVID-19" investigates the critical shift from traditional to online linguistics education necessitated by the pandemic. The study examines the effectiveness of online teaching methods and the challenges faced by educators and students. It explores pedagogical adaptations, the role of technological tools, and the experiences of both students and instructors. Key findings emphasize the importance of flexible approaches, technology integration, and equitable support. This research contributes insights that inform the future of linguistics education, providing valuable lessons and practical recommendations for enhancing online teaching during crises.

The National Education Policy (NEP) 2020 emphasizes the importance of mother tongue-based educati... more The National Education Policy (NEP) 2020 emphasizes the importance of mother tongue-based education in fostering holistic development and preserving cultural identity. This paper examines the significance of mother tongue in the NEP 2020, highlighting its implications for educational practices and outcomes. Through a comprehensive review of literature and policy analysis, the paper elucidates the role of mother tongue in enhancing cognitive abilities, promoting inclusivity, and nurturing linguistic diversity. Moreover, it explores the challenges and opportunities associated with implementing mother tongue-based education strategies in the Indian context. By critically examining the policy framework and empirical evidence, this paper provides insights into the transformative potential of mother tongue-based education in achieving the goals of NEP 2020.

This paper critically analyzes Sphota theory, an ancient Indian philosophical concept proposing a... more This paper critically analyzes Sphota theory, an ancient Indian philosophical concept proposing a holistic understanding of linguistic meaning. Tracing its historical development and key proponents, we explore its departure from Western linguistic theories, its cognitive implications, and address critiques. Sphota's applications in language education, computational linguistics, and philosophy of mind are discussed, emphasizing its interdisciplinary relevance. Despite facing challenges regarding empirical validation and compatibility with contemporary paradigms, Sphota theory offers insights into language comprehension and conceptualization. Future directions involve reconciling Sphota with modern linguistic and cognitive science frameworks, ensuring its continued integration and application in diverse fields. This study contributes to ongoing discussions on language theory and cognition, highlighting Sphota's enduring significance in the study of language and mind.

This paper offers a comprehensive examination of the world literature, tracing its historical evo... more This paper offers a comprehensive examination of the world literature, tracing its historical evolution, identifying major themes and literary movements, and highlighting global influences. Through extensive literature review, it sheds light on cross-cultural exchanges, challenges in studying world literature, and contemporary trends. Key findings underscore the diversity and interconnectedness of global literary traditions. The implications include fostering cultural appreciation, encouraging inclusivity, and recognizing literature's role in addressing global issues. This research enhances our understanding of the global literary landscape, fostering a broader perspective in an increasingly interconnected world.

Vol-10 Issue-2 2024 IJARIIE-ISSN(O)-2395-4396, 2024

This paper critically examines Maulana Abul Kalam Azad's pivotal role in shaping the Indian educa... more This paper critically examines Maulana Abul Kalam Azad's pivotal role in shaping the Indian education system, contextualized within the National Education Policy (NEP) 2020 framework. Azad's visionary contributions, rooted in inclusivity, holistic development, and cultural synthesis, are analyzed alongside the contemporary educational reforms outlined in the NEP 2020. Through a comprehensive review of historical narratives, policy documents, and scholarly literature, this study elucidates Azad's enduring influence on educational philosophy and practice. The analysis highlights parallels and disparities between Azad's ideals and the NEP 2020 objectives, while identifying challenges and opportunities for integration. Insights gleaned from this study offer valuable perspectives for policymakers, educators, and stakeholders seeking to advance educational equity, quality, and relevance in the dynamic landscape of Indian education. Ultimately, Azad's legacy serves as a beacon, guiding efforts towards building a more inclusive, equitable, and transformative education system for India's future generations.

This paper critically analyzes Sphota theory, an ancient Indian philosophical concept proposing a... more This paper critically analyzes Sphota theory, an ancient Indian philosophical concept proposing a holistic understanding of linguistic meaning. Tracing its historical development and key proponents, we explore its departure from Western linguistic theories, its cognitive implications, and address critiques. Sphota's applications in language education, computational linguistics, and philosophy of mind are discussed, emphasizing its interdisciplinary relevance. Despite facing challenges regarding empirical validation and compatibility with contemporary paradigms, Sphota theory offers insights into language comprehension and conceptualization. Future directions involve reconciling Sphota with modern linguistic and cognitive science frameworks, ensuring its continued integration and application in diverse fields. This study contributes to ongoing discussions on language theory and cognition, highlighting Sphota's enduring significance in the study of language and mind.

IJARIIE, 2024

Abstract: This paper critically examines Maulana Abul Kalam Azad's pivotal role in shaping the I... more Abstract: This paper critically examines Maulana Abul Kalam Azad's pivotal role in shaping the Indian education system, contextualized within the National Education Policy (NEP) 2020 framework. Azad's visionary contributions, rooted in inclusivity, holistic development, and cultural synthesis, are analyzed alongside the contemporary educational reforms outlined in the NEP 2020. Through a comprehensive review of historical narratives, policy documents, and scholarly literature, this study elucidates Azad's enduring influence on educational philosophy and practice. The analysis highlights parallels and disparities between Azad's ideals and the NEP 2020 objectives, while identifying challenges and opportunities for integration. Insights gleaned from this study offer valuable perspectives for policymakers, educators, and stakeholders seeking to advance educational equity, quality, and relevance in the dynamic landscape of Indian education. Ultimately, Azad's legacy serves as a beacon, guiding efforts towards building a more inclusive, equitable, and transformative education system for India's future generations.

Feminist literature in Indian languages occupies a vital space, reflecting diverse voices and str... more Feminist literature in Indian languages occupies a vital space, reflecting diverse voices and struggles within the Indian context. This paper explores feminist writing across various Indian languages, analyzing thematic concerns and socio-cultural impact. Themes such as patriarchy critique, intersectionality exploration, and women's agency celebration are examined within regional cultures and linguistic diversity. The paper considers feminist literature's socio-cultural impact, highlighting its role in amplifying marginalized voices, fostering empowerment, and driving social change. It also discusses challenges and opportunities for feminist discourse, including issues of representation and accessibility. The enduring relevance of feminist writing in Indian languages lies in its capacity to challenge norms, inspire activism, and shape dialogues on gender equality and cultural transformation.

2024 IJRAR March 2024, Volume 11, Issue 1 , 2024

This paper explores the symbiotic relationship between linguistics and artificial intelligence (A... more This paper explores the symbiotic relationship between linguistics and artificial intelligence (AI) by investigating their intersection, methodologies, key findings, and broader implications. It addresses how AI techniques can advance linguistic understanding and language-related applications. Employing a comprehensive literature review, it discusses relevant linguistic concepts, AI techniques in linguistic research, and AI-driven linguistic advancements. Ethical considerations regarding AI in linguistics are also covered. The study finds that AI models effectively integrate linguistic knowledge, enhancing applications like machine translation and sentiment analysis. However, challenges like data bias and model complexity are acknowledged. This research emphasizes responsible AI use and highlights the promising future of linguistics and AI collaboration.

The Genetic Algorithm (GA) is one of the most popular meta-heuristic algorithms that has been fou... more The Genetic Algorithm (GA) is one of the most popular meta-heuristic algorithms that has been found to be effective for accurate feature selection tasks. In recent decades, the number of instances and features hasgrown in size, making most current feature selection algorithms and even GAs, unscalable. To improve the scalability of big data feature selection algorithms and exceptionally GA, we adopt distributed computing strategies such as the Map-Reduce model and Hadoop system. In this paper, we first present recent work dealing with the use of parallel genetic algorithms in large datasets. Then we will propose a new parallel genetic algorithm based on the island model. The performance of the proposed method was theoretically and empirically compared to existing feature selection methods when handling large-scale datasets and the results confirm the effectiveness of our proposed method.

The Genetic Algorithm (GA) is one of the most popular meta-heuristic algorithms that has been fou... more The Genetic Algorithm (GA) is one of the most popular meta-heuristic algorithms that has been found to be effective for accurate feature selection tasks. In recent decades, the number of instances and features hasgrown in size, making most current feature selection algorithms and even GAs, unscalable. To improve the scalability of big data feature selection algorithms and exceptionally GA, we adopt distributed computing strategies such as the Map-Reduce model and Hadoop system. In this paper, we first present recent work dealing with the use of parallel genetic algorithms in large datasets. Then we will propose a new parallel genetic algorithm based on the island model. The performance of the proposed method was theoretically and empirically compared to existing feature selection methods when handling large-scale datasets and the results confirm the effectiveness of our proposed method.

This paper examines the historical evolution and contemporary implications of corpora in language... more This paper examines the historical evolution and contemporary implications of corpora in language teaching. Beginning with an overview of traditional language teaching methods and their limitations, the study traces the emergence of corpora in linguistic research, highlighting milestones such as the development of influential corpora like the Brown Corpus and the British National Corpus. Pioneering projects by researchers such as John Sinclair and advancements in technology have facilitated the integration of corpora into language education, offering authentic language data for analysis and instructional design. Despite initial resistance, corpora have revolutionized language teaching by enhancing authenticity, promoting language awareness, and enabling personalized learning experiences. The paper discusses current trends such as big data in corpus linguistics, emerging technologies like natural language processing, and future directions in interdisciplinary research. It concludes with recommendations for optimizing corpusbased language teaching methodologies to meet the evolving needs of global language learners.