Tohida Rehman | Jadavpur University (original) (raw)

Papers by Tohida Rehman

Research paper thumbnail of Research Highlight Generation with ELMo Contextual Embeddings

Scalable Computing: Practice and Experience

With the advent of digital publishing and online databases, the volume of textual data generated ... more With the advent of digital publishing and online databases, the volume of textual data generated by scientific research has increased exponentially. This makes it increasingly difficult for academics to keep up with new breakthroughs and synthesise important information for their own work. s have long been a standard feature of scientific papers, providing a concise summary of the paper's content and main findings. In recent years, some journals have begun to provide research highlights as an additional summary of the paper. The aim of this article is to create research highlights automatically by using various sections of a research paper as input. We employ a pointer-generator network with a coverage mechanism and pretrained ELMo contextual embeddings to generate the highlights. Our experiments shows that the proposed model outperforms several competitive models in the literature in terms of ROUGE, METEOR, BERTScore, and MoverScore metrics.

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Research paper thumbnail of Generation of Highlights From Research Papers Using Pointer-Generator Networks and SciBERT Embeddings

IEEE Access

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Research paper thumbnail of Generation of Highlights from Research Papers Using Pointer-Generator Networks and SciBERT Embeddings

arXiv (Cornell University), Feb 14, 2023

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Research paper thumbnail of Named Entity Recognition Based Automatic Generation of Research Highlights

arXiv (Cornell University), Feb 25, 2023

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Research paper thumbnail of Transfer Learning and Transformer Architecture for Financial Sentiment Analysis

Algorithms for intelligent systems, 2022

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Research paper thumbnail of Abstractive Text Summarization Using Attentive GRU Based Encoder-Decoder

Lecture notes in electrical engineering, 2022

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Research paper thumbnail of An Analysis of Abstractive Text Summarization Using Pre-trained Models

Algorithms for intelligent systems, 2022

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Research paper thumbnail of Comparative Analysis of Intelligent Systems using Support Vector Machine for the Detection of Diabetic Retinopathy

Algorithms for Intelligent Systems, 2021

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Research paper thumbnail of Fuzzy Rule Based Candidate Selection Evaluator by Political Parties

International Journal of Advanced Research in Computer Science, 2017

Selection is a most important word in the Universe. As per the definition selection is a method t... more Selection is a most important word in the Universe. As per the definition selection is a method to select a something or someone among a group of things or people as being the best or most suitable. So in this paper I describe how a soft computing technology is used to select a candidate from a group of candidate by a political party. The main motive of this work is to show the accurate political decision and increase the faith among parties top leader with other members of that party as well as increase the impression of a political party to the citizens which is sometimes not possible using the traditional nomination procedure. There are no hard and fast rules for calculating the accurate political decision so I think fuzzy logic is the best and suitable tool to used human perception, knowledge, imprecision, vagueness to get the exact selection result. Keywords: Fuzzy Logic, Expert Knowledge, Membership Function, Fuzzy controller, Candidate selection

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Research paper thumbnail of An Introduction to Fuzzy Logic Controller and its Applications

International Journal of Scientific Research in Science and Technology, 2017

This paper presents the nature of fuzziness and how the fuzzy operations are performed and how fu... more This paper presents the nature of fuzziness and how the fuzzy operations are performed and how fuzzy rules can incorporate the underlying knowledge to develop a fuzzy logic controller or simply a fuzzy controller. Fuzzy logic is a way to make machines more intelligent to deal with uncertain, imprecise or qualitative decision making problems like humans. This paper also provides some applications of fuzzy controller in a simple and easy to understand manner.

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Research paper thumbnail of Automatic Generation of Research Highlights from Scientific Abstracts

The huge growth in scientific publications makes it difficult for researchers to keep track of ne... more The huge growth in scientific publications makes it difficult for researchers to keep track of new research even in narrow sub-fields. While an abstract is a traditional way to present a high level view of the paper, recently it is getting supplemented with research highlights that explicitly identify the important findings in the paper. In this poster, we aim to automatically construct research highlights given the abstract of a paper. We use deep neural network-based models for this purpose and achieve high ROUGE and METEOR scores on a large corpus of computer science papers.

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Research paper thumbnail of The Role of ICT in Gender Equality and Empowerment of Women in India

This paper explores the role of ICTs in empowering Indian rural women, through a review of ICT in... more This paper explores the role of ICTs in empowering Indian rural women, through a review of ICT initiatives in India. Women are equal beneficiaries to the advantages offered by technology and the products and processes, which are by products of technology use. The present study was carried out to assess ICT infrastructure for women’s empowerment, and gender sensitization and to assess the status of ICT in gender sensitization in terms of policies regarding scholarships, reservations, business development programmes, etc. for self-employment opportunities for women. This paper looks at the prospects generated by ICT supported networking processes for women’s empowerment. It discusses the foremost challenges and a hindrance confronted by women and recommends strategies to address those challenges and means to revamp the situations giving rise to women’s empowerment.

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Research paper thumbnail of An Introduction to Fuzzy Logic Controller and its Applications

This paper presents the nature of fuzziness and how the fuzzy operations are performed and how fu... more This paper presents the nature of fuzziness and how the fuzzy operations are performed and how fuzzy rules can incorporate the underlying knowledge to develop a fuzzy logic controller or simply a fuzzy controller. Fuzzy logic is a way to make machines more intelligent to deal with uncertain, imprecise or qualitative decision making problems like humans. This paper also provides some applications of fuzzy controller in a simple and easy to understand manner.

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Research paper thumbnail of Research Highlight Generation with ELMo Contextual Embeddings

Scalable Computing: Practice and Experience

With the advent of digital publishing and online databases, the volume of textual data generated ... more With the advent of digital publishing and online databases, the volume of textual data generated by scientific research has increased exponentially. This makes it increasingly difficult for academics to keep up with new breakthroughs and synthesise important information for their own work. s have long been a standard feature of scientific papers, providing a concise summary of the paper's content and main findings. In recent years, some journals have begun to provide research highlights as an additional summary of the paper. The aim of this article is to create research highlights automatically by using various sections of a research paper as input. We employ a pointer-generator network with a coverage mechanism and pretrained ELMo contextual embeddings to generate the highlights. Our experiments shows that the proposed model outperforms several competitive models in the literature in terms of ROUGE, METEOR, BERTScore, and MoverScore metrics.

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Research paper thumbnail of Generation of Highlights From Research Papers Using Pointer-Generator Networks and SciBERT Embeddings

IEEE Access

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Research paper thumbnail of Generation of Highlights from Research Papers Using Pointer-Generator Networks and SciBERT Embeddings

arXiv (Cornell University), Feb 14, 2023

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Research paper thumbnail of Named Entity Recognition Based Automatic Generation of Research Highlights

arXiv (Cornell University), Feb 25, 2023

Bookmarks Related papers MentionsView impact

Research paper thumbnail of Transfer Learning and Transformer Architecture for Financial Sentiment Analysis

Algorithms for intelligent systems, 2022

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Research paper thumbnail of Abstractive Text Summarization Using Attentive GRU Based Encoder-Decoder

Lecture notes in electrical engineering, 2022

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Research paper thumbnail of An Analysis of Abstractive Text Summarization Using Pre-trained Models

Algorithms for intelligent systems, 2022

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Research paper thumbnail of Comparative Analysis of Intelligent Systems using Support Vector Machine for the Detection of Diabetic Retinopathy

Algorithms for Intelligent Systems, 2021

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Research paper thumbnail of Fuzzy Rule Based Candidate Selection Evaluator by Political Parties

International Journal of Advanced Research in Computer Science, 2017

Selection is a most important word in the Universe. As per the definition selection is a method t... more Selection is a most important word in the Universe. As per the definition selection is a method to select a something or someone among a group of things or people as being the best or most suitable. So in this paper I describe how a soft computing technology is used to select a candidate from a group of candidate by a political party. The main motive of this work is to show the accurate political decision and increase the faith among parties top leader with other members of that party as well as increase the impression of a political party to the citizens which is sometimes not possible using the traditional nomination procedure. There are no hard and fast rules for calculating the accurate political decision so I think fuzzy logic is the best and suitable tool to used human perception, knowledge, imprecision, vagueness to get the exact selection result. Keywords: Fuzzy Logic, Expert Knowledge, Membership Function, Fuzzy controller, Candidate selection

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Research paper thumbnail of An Introduction to Fuzzy Logic Controller and its Applications

International Journal of Scientific Research in Science and Technology, 2017

This paper presents the nature of fuzziness and how the fuzzy operations are performed and how fu... more This paper presents the nature of fuzziness and how the fuzzy operations are performed and how fuzzy rules can incorporate the underlying knowledge to develop a fuzzy logic controller or simply a fuzzy controller. Fuzzy logic is a way to make machines more intelligent to deal with uncertain, imprecise or qualitative decision making problems like humans. This paper also provides some applications of fuzzy controller in a simple and easy to understand manner.

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Research paper thumbnail of Automatic Generation of Research Highlights from Scientific Abstracts

The huge growth in scientific publications makes it difficult for researchers to keep track of ne... more The huge growth in scientific publications makes it difficult for researchers to keep track of new research even in narrow sub-fields. While an abstract is a traditional way to present a high level view of the paper, recently it is getting supplemented with research highlights that explicitly identify the important findings in the paper. In this poster, we aim to automatically construct research highlights given the abstract of a paper. We use deep neural network-based models for this purpose and achieve high ROUGE and METEOR scores on a large corpus of computer science papers.

Bookmarks Related papers MentionsView impact

Research paper thumbnail of The Role of ICT in Gender Equality and Empowerment of Women in India

This paper explores the role of ICTs in empowering Indian rural women, through a review of ICT in... more This paper explores the role of ICTs in empowering Indian rural women, through a review of ICT initiatives in India. Women are equal beneficiaries to the advantages offered by technology and the products and processes, which are by products of technology use. The present study was carried out to assess ICT infrastructure for women’s empowerment, and gender sensitization and to assess the status of ICT in gender sensitization in terms of policies regarding scholarships, reservations, business development programmes, etc. for self-employment opportunities for women. This paper looks at the prospects generated by ICT supported networking processes for women’s empowerment. It discusses the foremost challenges and a hindrance confronted by women and recommends strategies to address those challenges and means to revamp the situations giving rise to women’s empowerment.

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Research paper thumbnail of An Introduction to Fuzzy Logic Controller and its Applications

This paper presents the nature of fuzziness and how the fuzzy operations are performed and how fu... more This paper presents the nature of fuzziness and how the fuzzy operations are performed and how fuzzy rules can incorporate the underlying knowledge to develop a fuzzy logic controller or simply a fuzzy controller. Fuzzy logic is a way to make machines more intelligent to deal with uncertain, imprecise or qualitative decision making problems like humans. This paper also provides some applications of fuzzy controller in a simple and easy to understand manner.

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