Shaina Raza

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 62

Top Topics

Recent Progress

Recommender Systems

Top Venues

Int. J. Data Sci. Anal.

Publications

Shaina Raza, Mizanur Rahman, Safiullah Kamawal, Armin Toroghi, Ananya Raval, Farshad Navah, Amirmohammad Kazemeini
A Comprehensive Review of Recommender Systems: Transitioning from Theory to Practice. CoRR (2024)
Muskan Garg, MSVPJ Sathvik, Shaina Raza, Amrit Chadha, Sunghwan Sohn
Reliability Analysis of Psychological Concept Extraction and Classification in User-Penned Text. ICWSM (2024)
Shaina Raza, Shardul Ghuge, Chen (Cherie) Ding, Deval Pandya
FAIR Enough: How Can We Develop and Assess a FAIR-Compliant Dataset for Large Language Models' Training? CoRR (2024)
Syed Raza Bashir, Shaina Raza, Vojislav B. Misic
Progress in Privacy Protection: A Review of Privacy Preserving Techniques in Recommender Systems, Edge Computing, and Cloud Computing. CoRR (2024)
Shaina Raza, Mizanur Rahman, Michael R. Zhang
BEADs: Bias Evaluation Across Domains. CoRR (2024)
Shaina Raza, Tahniat Khan, Veronica Chatrath, Drai Paulen-Patterson, Mizanur Rahman, Oluwanifemi Bamgbose
FakeWatch[inline-graphic not available: see fulltext]: a framework for detecting fake news to ensure credible elections. Soc. Netw. Anal. Min. 14 (1) (2024)
Shaina Raza, Mizanur Rahman, Shardul Ghuge
Dataset Annotation and Model Building for Identifying Biases in News Narratives. Text2Story@ECIR (2024)
Shaina Raza, Tahniat Khan, Drai Paulen-Patterson, Veronica Chatrath, Mizanur Rahman, Oluwanifemi Bamgbose
FakeWatch: A Framework for Detecting Fake News to Ensure Credible Elections. CoRR (2024)
Abdullah Yahya Mohammed Muaad, Shaina Raza, Md Belal Bin Heyat, Amerah A. Alabrah, Hanumanthappa J
An Intelligent COVID-19-Related Arabic Text Detection Framework Based on Transfer Learning Using Context Representation. Int. J. Intell. Syst. 2024 (2024)
Shaina Raza, Ananya Raval, Veronica Chatrath
MBIAS: Mitigating Bias in Large Language Models While Retaining Context. CoRR (2024)
Shaina Raza
Bias Reduction News Recommendation System. Digit. 4 (1) (2024)
Muskan Garg, MSVPJ Sathvik, Amrit Chadha, Shaina Raza, Sunghwan Sohn
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text. CoRR (2024)
Shaina Raza, Muskan Garg, Deepak John Reji, Syed Raza Bashir, Chen Ding
Nbias: A natural language processing framework for BIAS identification in text. Expert Syst. Appl. 237 (Part B) (2024)
Muskan Garg, Xingyi Liu, MSVPJ Sathvik, Shaina Raza, Sunghwan Sohn
MultiWD: Multi-label wellness dimensions in social media posts. J. Biomed. Informatics 150 (2024)
Farnaz Kohankhaki, Shaina Raza, Oluwanifemi Bamgbose, Deval Pandya, Elham Dolatabadi
Practical Guide for Causal Pathways and Sub-group Disparity Analysis. CoRR (2024)
Shaina Raza, Deepak John Reji, Chen Ding
Dbias: detecting biases and ensuring fairness in news articles. Int. J. Data Sci. Anal. 17 (1) (2024)
Shaina Raza, Oluwanifemi Bamgbose, Shardul Ghuge, Fatemeh Tavakoli, Deepak John Reji
Developing Safe and Responsible Large Language Models - A Comprehensive Framework. CoRR (2024)
Emrul Hasan, Mizanur Rahman, Chen Ding, Jimmy Xiangji Huang, Shaina Raza
Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives. CoRR (2024)
Zainab Al-Zanbouri, Gauri Sharma, Shaina Raza
Equity in Healthcare: Analyzing Disparities in Machine Learning Predictions of Diabetic Patient Readmissions. CoRR (2024)
Shaina Raza
Connecting Fairness in Machine Learning with Public Health Equity. ICHI (2023)
Shaina Raza, Syed Raza Bashir
Auditing ICU Readmission Rates in an Clinical Database: An Analysis of Risk Factors and Clinical Outcomes. ICHI (2023)
Mizanur Rahman, Shaina Raza
Analyzing the Influence of Fake News in the 2024 Elections: A Comprehensive Dataset. CoRR (2023)
Shaina Raza, Syed Raza Bashir, Sneha, Urooj Qamar
Addressing Biases in the Texts using an End-to-End Pipeline Approach. CoRR (2023)
Keshopan Arunthavachelvan, Shaina Raza, Chen (Cherie) Ding
PLNCC: Leveraging New Data Features for Enhanced Accuracy of Fake News Detection. ASONAM (2023)
Shaina Raza, Oluwanifemi Bamgbose, Veronica Chatrath, Shardul Ghuge, Yan Sidyakin, Abdullah Y. Muaad
Unlocking Bias Detection: Leveraging Transformer-Based Models for Content Analysis. CoRR (2023)
Tahniat Khan, Mizanur Rahman, Veronica Chatrath, Oluwanifemi Bamgbose, Shaina Raza
FakeWatch ElectionShield: A Benchmarking Framework to Detect Fake News for Credible US Elections. CoRR (2023)
Shaina Raza, Syed Raza Bashir, Sneha, Urooj Qamar
Addressing Biases in the Texts Using an End-to-End Pipeline Approach. BIAS (2023)
Syed Raza Bashir, Shaina Raza, Vojislav B. Misic
BERT4Loc: BERT for Location - POI Recommender System. Future Internet 15 (6) (2023)
Shaina Raza, Muskan Garg, Deepak John Reji, Syed Raza Bashir, Chen Ding
NBIAS: A Natural Language Processing Framework for Bias Identification in Text. CoRR (2023)
Shaina Raza, Syed Raza Bashir
Leveraging Foundation Models for Clinical Text Analysis. ICHI (2023)
Shaina Raza, Brian Schwartz
Entity and relation extraction from clinical case reports of COVID-19: a natural language processing approach. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Shaina Raza, Parisa Osivand Pour, Syed Raza Bashir
Fairness in Machine Learning meets with Equity in Healthcare. CoRR (2023)
Shaina Raza
Auditing ICU Readmission Rates in an Clinical Database: An Analysis of Risk Factors and Clinical Outcomes. CoRR (2023)
Veronica Chatrath, Oluwanifemi Bamgbose, Shaina Raza
Design-Inclusive Language Models for Responsible Information Access. CoRR (2023)
Shaina Raza
Navigating News Narratives: A Media Bias Analysis Dataset. CoRR (2023)
Shaina Raza
Connecting Fairness in Machine Learning with Public Health Equity. CoRR (2023)
Shaina Raza, Chen Ding, Deval Pandya
Mitigating Bias in Conversations: A Hate Speech Classifier and Debiaser with Prompts. CoRR (2023)
Abdullah Yahya Mohammed Muaad, Shaina Raza, Usman Naseem, Hanumanthappa J. Jayappa Davanagere
Arabic text detection: a survey of recent progress challenges and opportunities. Appl. Intell. 53 (24) (2023)
Shaina Raza, Syed Raza Bashir
Leveraging Foundation Models for Clinical Text Analysis. CoRR (2023)
Shaina Raza, Syed Raza Bashir, Usman Naseem
Accuracy meets Diversity in a News Recommender System. COLING (2022)
Shaina Raza, Deepak John Reji, Chen Ding
Dbias: Detecting biases and ensuring Fairness in news articles. CoRR (2022)
Shaina Raza, Brian Schwartz
A Biomedical Pipeline to Detect Clinical and Non-Clinical Named Entities. CoRR (2022)
Shaina Raza, Brian Schwartz, Nancy Ondrusek
A Question-Answering System on COVID-19 Scientific Literature. COMPSAC (2022)
Shaina Raza, Chen (Cherie) Ding
Relevancy and Diversity in News Recommendations. INRA/IWILDS@SIGIR (2022)
Shaina Raza, Chen Ding
News recommender system: a review of recent progress, challenges, and opportunities. Artif. Intell. Rev. 55 (1) (2022)
Shaina Raza, Brian Schwartz
Detecting Biomedical Named Entities in COVID-19 Texts. Healthcare AI and COVID-19 Workshop (2022)
Shaina Raza
Mitigating health disparities in hospital readmissions. CoRR (2022)
Shaina Raza, Syed Raza Bashir, Usman Naseem, Dora D. Liu, Deepak John Reji
Incorporating Accuracy and Diversity in a News Recommender System. DSAA (2022)
Usman Naseem, Ajay Bandi, Shaina Raza, Junaid Rashid, Bharathi Raja Chakravarthi
Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation. BioNLP@ACL (2022)
Shaina Raza
A COVID-19 Search Engine (CO-SE) with Transformer-based Architecture. CoRR (2022)
Shaina Raza, Chen Ding
Fake news detection based on news content and social contexts: a transformer-based approach. Int. J. Data Sci. Anal. 13 (4) (2022)
Shaina Raza, Brian Schwartz, Laura C. Rosella
CoQUAD: a COVID-19 question answering dataset system, facilitating research, benchmarking, and practice. BMC Bioinform. 23 (1) (2022)
Shaina Raza, Deepak John Reji, Dora D. Liu, Syed Raza Bashir, Usman Naseem
An Approach to Ensure Fairness in News Articles. CoRR (2022)
Shaina Raza, Syed Raza Bashir, Vidhi Thakkar, Usman Naseem
A Summary of COVID-19 Datasets. CoRR (2022)
Shaina Raza
A News Recommender System Considering Temporal Dynamics and Diversity. CoRR (2021)
Shaina Raza, Chen Ding
Deep Neural Network to Tradeoff between Accuracy and Diversity in a News Recommender System. IEEE BigData (2021)
Shaina Raza, Chen Ding
Deep Dynamic Neural Network to trade-off between Accuracy and Diversity in a News Recommender System. CoRR (2021)
Shaina Raza, Syed Raza Bashir, Dora D. Liu, Usman Naseem
Balanced News Neural Network for a News Recommender System. ICDM (Workshops) (2021)
Shaina Raza, Chen Ding
A Regularized Model to Trade-off between Accuracy and Diversity in a News Recommender System. IEEE BigData (2020)
Shaina Raza, Chen Ding
A survey on news recommender system - Dealing with timeliness, dynamic user interest and content quality, and effects of recommendation on news readers. CoRR (2020)
Shaina Raza, Chen Ding
Progress in context-aware recommender systems - An overview. Comput. Sci. Rev. 31 (2019)
Shaina Raza, Chen Ding
News Recommender System Considering Temporal Dynamics and News Taxonomy. IEEE BigData (2019)