Shreya Goyal
YOU?
Author Swipe
View article: A Multi Relational Graph-Based Approach for Stock Movement Prediction and Portfolio Optimization
A Multi Relational Graph-Based Approach for Stock Movement Prediction and Portfolio Optimization Open
View article: D2CTNet: An Approach to Detect Dynamics of Candlestick charts and Technical indicators for Stock Market
D2CTNet: An Approach to Detect Dynamics of Candlestick charts and Technical indicators for Stock Market Open
View article: InSaAF: Incorporating Safety Through Accuracy and Fairness - Are LLMs Ready for the Indian Legal Domain?
InSaAF: Incorporating Safety Through Accuracy and Fairness - Are LLMs Ready for the Indian Legal Domain? Open
Large Language Models (LLMs) have emerged as powerful tools to perform various tasks in the legal domain, ranging from generating summaries to predicting judgments. Despite their immense potential, these models have been proven to learn an…
View article: The Localized Neuroendocrine Transformation of Prostate Adenocarcinoma: A Case Report and Literature Review of Current Treatment Modalities
The Localized Neuroendocrine Transformation of Prostate Adenocarcinoma: A Case Report and Literature Review of Current Treatment Modalities Open
Most prostate cancers are adenocarcinomas. However, there is a rare and aggressive subtype known as small cell carcinoma of the prostate (SCCP). This variant of prostate cancer is marked by its distinctive features, including high-grade ma…
View article: InSaAF: Incorporating Safety through Accuracy and Fairness | Are LLMs ready for the Indian Legal Domain?
InSaAF: Incorporating Safety through Accuracy and Fairness | Are LLMs ready for the Indian Legal Domain? Open
Recent advancements in language technology and Artificial Intelligence have resulted in numerous Language Models being proposed to perform various tasks in the legal domain ranging from predicting judgments to generating summaries. Despite…
View article: Realization of chaotic oscillator and use in secure communication
Realization of chaotic oscillator and use in secure communication Open
This scientific study reports on the practical as well as modelling of active hybrid inductor based chaotic oscillators using Current Feedback Amplifier (CFOA) and Op-Amp. Furthermore, a workable design strategy for the chaotic oscillator …
View article: Key-phrase boosted unsupervised summary generation for FinTech organization
Key-phrase boosted unsupervised summary generation for FinTech organization Open
With the recent advances in social media, the use of NLP techniques in social media data analysis has become an emerging research direction. Business organizations can particularly benefit from such an analysis of social media discourse, p…
View article: LayART: Generating indoor layout using ARCore Transformations
LayART: Generating indoor layout using ARCore Transformations Open
Reconstructing an indoor scene and generating a layout/floor plan in 3D or 2D is a widely known problem. Quite a few algorithms have been proposed in the literature recently. However, most of the existing methods either use RGB-D images, t…
View article: GRIHA: synthesizing 2-dimensional building layouts from images captured using a smart phone
GRIHA: synthesizing 2-dimensional building layouts from images captured using a smart phone Open
Indoor scene reconstruction and generating a 2D/3D floor plan is a widely explored problem. In the recent years a few algorithms have been proposed, which either use RGB-D images, requiring a depth capturing camera or depend upon panoramic…
View article: GRIHA: synthesizing 2-dimensional building layouts from images captured using a smart phone
GRIHA: synthesizing 2-dimensional building layouts from images captured using a smart phone Open
Indoor scene reconstruction and generating a 2D/3D floor plan is a widely explored problem. In the recent years a few algorithms have been proposed, which either use RGB-D images, requiring a depth capturing camera or depend upon panoramic…
View article: LayART: Generating indoor layout using ARCore Transformations
LayART: Generating indoor layout using ARCore Transformations Open
Reconstructing an indoor scene and generating a layout/floor plan in 3D or 2D is a widely known problem. Quite a few algorithms have been proposed in the literature recently. However, most of the existing methods either use RGB-D images, t…
View article: Are Models Trained on Indian Legal Data Fair?
Are Models Trained on Indian Legal Data Fair? Open
Recent advances and applications of language technology and artificial intelligence have enabled much success across multiple domains like law, medical and mental health. AI-based Language Models, like Judgement Prediction, have recently b…
View article: Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages Open
Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh M. Khapra, Anoop Kunchukuttan, Pratyush Kumar. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 202…
View article: Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages Open
Building Natural Language Understanding (NLU) capabilities for Indic languages, which have a collective speaker base of more than one billion speakers is absolutely crucial. In this work, we aim to improve the NLU capabilities of Indic lan…
View article: A Survey of Adversarial Defences and Robustness in NLP
A Survey of Adversarial Defences and Robustness in NLP Open
In the past few years, it has become increasingly evident that deep neural networks are not resilient enough to withstand adversarial perturbations in input data, leaving them vulnerable to attack. Various authors have proposed strong adve…
View article: Knowledge-driven description synthesis for floor plan interpretation
Knowledge-driven description synthesis for floor plan interpretation Open
View article: GRIHA: Synthesizing 2-Dimensional Building Layouts from Images Captured using a Smart Phone
GRIHA: Synthesizing 2-Dimensional Building Layouts from Images Captured using a Smart Phone Open
Reconstructing an indoor scene and generating a layout/floor plan in 3D or 2D is a widely known problem. Quite a few algorithms have been proposed in the literature recently. However, most existing methods either use RGB-D images, thus req…
View article: Usability and Security of Different Authentication Methods for an Electronic Health Records System
Usability and Security of Different Authentication Methods for an Electronic Health Records System Open
We conducted a survey of 67 graduate students enrolled in the Privacy and Security in Healthcare course at Indiana University Purdue University Indianapolis. This was done to measure user preference and their understanding of usability and…
View article: Usability and Security of Different Authentication Methods for an Electronic Health Records System.
Usability and Security of Different Authentication Methods for an Electronic Health Records System. Open
We conducted a survey of 67 graduate students enrolled in the Privacy and Security in Healthcare course at Indiana University Purdue University Indianapolis. This was done to measure user preference and their understanding of usability and…
View article: Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways
Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways Open
Dynaswap project reports on developing a coherently integrated and trustworthy holistic secure workflow protection architecture for cyberinfrastructures which can be used on virtual machines deployed through cyberinfrastructure (CI) servic…
View article: AuthN-AuthZ: Integrated, User-Friendly and Privacy-Preserving Authentication and Authorization
AuthN-AuthZ: Integrated, User-Friendly and Privacy-Preserving Authentication and Authorization Open
In this paper, we propose a novel, privacy-preserving, and integrated authentication and authorization scheme (dubbed as AuthN-AuthZ). The proposed scheme can address both the usability and privacy issues often posed by authentication thro…
View article: Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways
Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways Open
Dynaswap project reports on developing a coherently integrated and trustworthy holistic secure workflow protection architecture for cyberinfrastructures which can be used on virtual machines deployed through cyberinfrastructure (CI) servic…
View article: SUGAMAN: describing floor plans for visually impaired by annotation learning and proximity‐based grammar
SUGAMAN: describing floor plans for visually impaired by annotation learning and proximity‐based grammar Open
In this study, the authors propose a framework SUGAMAN (Supervised and Unified framework using Grammar and Annotation Model for Access and Navigation). SUGAMAN is a Hindi word meaning ‘easy passage from one place to another’. SUGAMAN synth…
View article: Automatic Rendering of Building Floor Plan Images from Textual Descriptions in English
Automatic Rendering of Building Floor Plan Images from Textual Descriptions in English Open
Human beings understand natural language description and could able to imagine a corresponding visual for the same. For example, given a description of the interior of a house, we could imagine its structure and arrangements of furniture. …
View article: Automatic Rendering of Building Floor Plan Images from Textual\n Descriptions in English
Automatic Rendering of Building Floor Plan Images from Textual\n Descriptions in English Open
Human beings understand natural language description and could able to\nimagine a corresponding visual for the same. For example, given a description\nof the interior of a house, we could imagine its structure and arrangements of\nfurnitur…
View article: SUGAMAN: Describing Floor Plans for Visually Impaired by Annotation\n Learning and Proximity based Grammar
SUGAMAN: Describing Floor Plans for Visually Impaired by Annotation\n Learning and Proximity based Grammar Open
In this paper, we propose SUGAMAN (Supervised and Unified framework using\nGrammar and Annotation Model for Access and Navigation). SUGAMAN is a Hindi\nword meaning "easy passage from one place to another". SUGAMAN synthesizes\ntextual des…
View article: Cryopreservation of Autologous Peripheral Blood Stem Cells Using 10% DMSO Followed by Thaw and Wash Prior to Autologous Stem Cell Transplantation
Cryopreservation of Autologous Peripheral Blood Stem Cells Using 10% DMSO Followed by Thaw and Wash Prior to Autologous Stem Cell Transplantation Open
Background and objectives: A number of published protocols evaluated the implications of post thaw washing of cryopreserved hematopoietic stem cells and showed favorable impact on DMSO related infusion reactions and minimal effect on hemat…