Muskan Garg

According to our database, Muskan Garg authored at least 41 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits.

Muskan Garg, Sara Hejazi, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn

BMC Medical Informatics Decis. Mak., December, 2024

Towards Mental Health Analysis in Social Media for Low-resourced Languages.

Muskan Garg

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2024

Nbias: A natural language processing framework for BIAS identification in text.

Shaina Raza, Muskan Garg, Deepak John Reji, Syed Raza Bashir, Chen Ding

Expert Syst. Appl., March, 2024

WellXplain: Wellness concept extraction and classification in Reddit posts for mental health analysis.

Muskan Garg

Knowl. Based Syst., 2024

MultiWD: Multi-label wellness dimensions in social media posts.

Muskan Garg, Xingyi Liu, MSVPJ Sathvik, Shaina Raza, Sunghwan Sohn

J. Biomed. Informatics, 2024

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions.

Sunyang Fu, Heling Jia, Maria Vassilaki, Vipina Kuttichi Keloth, Yifang Dang, Yujia Zhou, Muskan Garg, Ronald C. Petersen, Jennifer St Sauver, Sungrim Moon, Liwei Wang, Andrew Wen, Fang Li, Hua Xu, Cui Tao, Jungwei Fan, Hongfang Liu, Sunghwan Sohn

J. Biomed. Informatics, 2024

Reliability Analysis of Psychological Concept Extraction and Classification in User-Penned Text.

Muskan Garg, MSVPJ Sathvik, Shaina Raza, Amrit Chadha, Sunghwan Sohn

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

2023

MultiWD.

Muskan Garg

Dataset, May, 2023

A review of the explainability and safety of conversational agents for mental health to identify avenues for improvement.

Surjodeep Sarkar, Manas Gaur, Lujie Karen Chen, Muskan Garg, Biplav Srivastava

Frontiers Artif. Intell., February, 2023

Multi-class categorization of reasons behind mental disturbance in long texts.

Muskan Garg

Knowl. Based Syst., 2023

InterPrompt: Interpretable Prompting for Interrelated Interpersonal Risk Factors in Reddit Posts.

MSVPJ Sathvik, Surjodeep Sarkar, Chandni Saxena, Sunghwan Sohn, Muskan Garg

CoRR, 2023

Towards Explainable and Safe Conversational Agents for Mental Health: A Survey.

Surjodeep Sarkar, Manas Gaur, Lujie Karen Chen, Muskan Garg, Biplav Srivastava, Bhaktee Dongaonkar

CoRR, 2023

LoST: A Mental Health Dataset of Low Self-Esteem in Reddit Posts.

Muskan Garg, Manas Gaur, Raxit Goswami, Sunghwan Sohn

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts.

Muskan Garg, Chandni Saxena, Debabrata Samanta, Bonnie J. Dorr

Proceedings of the Natural Language Processing and Information Systems, 2023

Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering.

Omar A. Ibrahim, Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St Sauver, Sunghwan Sohn

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Towards Pattern Recognition with Network Science and Natural Language Processing for Information Retrieval.

Muskan Garg, Mukesh Kumar, Debabrata Samanta

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

CareD: Caregiver's Experience with Cognitive Decline in Reddit Posts.

Muskan Garg, Sunghwan Sohn

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health.

Chandreen Liyanage, Muskan Garg, Vijay Mago, Sunghwan Sohn

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis.

Ziming Liu, Muskan Garg, Sunyang Fu, Surjodeep Sarkar, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Navigating Sex-Specific Disease Dynamics in Incident Dementia.

Muskan Garg, Ronald C. Petersen, Xingyi Liu, Jennifer St. Sauver, Maria Vassilaki, Sunghwan Sohn

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts.

Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha, Vijay Mago

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

KEST: A graph-based keyphrase extraction technique for tweets summarization using Markov Decision Process.

Muskan Garg, Mukesh Kumar

Expert Syst. Appl., 2022

UBIS: Unigram Bigram Importance Score for Feature Selection from Short Text.

Muskan Garg

Expert Syst. Appl., 2022

Explainable Causal Analysis of Mental Health on Social Media Data.

Chandni Saxena, Muskan Garg, Gunjan Saxena

CoRR, 2022

An event detection technique using social media data.

Muskan Garg

CoRR, 2022

Minimal Feature Analysis for Isolated Digit Recognition for varying encoding rates in noisy environments.

Muskan Garg, Naveen Aggarwal

CoRR, 2022

CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts.

Muskan Garg, Chandni Saxena, Veena Krishnan, Ruchi Joshi, Sriparna Saha, Vijay Mago, Bonnie J. Dorr

CoRR, 2022

Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers.

Muskan Garg, Seema Wazarkar, Muskaan Singh, Ondrej Bojar

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts.

Muskan Garg, Chandni Saxena, Sriparna Saha, Veena Krishnan, Ruchi Joshi, Vijay Mago

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Vision: Explainable Hidden Mental States as Influence Indicators.

Brodie Mather, Ian Perera, Vera A. Kazakova, Daniel E. Capecci, Muskan Garg, Damon L. Woodard, Bonnie J. Dorr

Proceedings of the Workshop Proceedings of the 16th International AAAI Conference on Web and Social Media, 2022

Explainable Causal Analysis of Mental Health on Social Media Data.

Chandni Saxena, Muskan Garg, Gunjan Ansari

Proceedings of the Neural Information Processing - 29th International Conference, 2022

EdgeGraph: Revisiting Statistical Measures for Language Independent Keyphrase Extraction Leveraging on Bi-grams.

Muskan Garg, Amit Kumar Gupta

Proceedings of the 19th International Conference on Natural Language Processing, 2022

Causal Categorization of Mental Health Posts using Transformers.

Simranjeet Kaur, Ritika Bhardwaj, Aastha Jain, Muskan Garg, Chandni Saxena

Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation, 2022

2021

Quantifying the Suicidal Tendency on Social Media: A Survey.

Muskan Garg

CoRR, 2021

A survey on different dimensions for graphical keyword extraction techniques.

Muskan Garg

Artif. Intell. Rev., 2021

Data Augmentation for Mental Health Classification on Social Media.

Gunjan Ansari, Muskan Garg, Chandni Saxena

Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

ORR: Optimized Round Robin CPU Scheduling Algorithm.

Amit Kumar Gupta, Priya Mathur, Carlos M. Travieso-González, Muskan Garg, Dinesh Goyal

Proceedings of the DSMLAI '21: International Conference on Data Science, Machine Learning and Artificial Intelligence, Windhoek Namibia, August 9, 2021

Keyphrase Extraction using Markov Decision Process from Social Media Data.

Muskan Garg, Mukesh Kumar, Amit Kumar Gupta, Dinesh Goyal

Proceedings of the DSMLAI '21: International Conference on Data Science, Machine Learning and Artificial Intelligence, Windhoek Namibia, August 9, 2021

2020

Finding summaries to obtain event phrases from streaming Microblogs using Word Co-occurrence Network.

Muskan Garg, Mukesh Kumar

Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

2018

Identifying influential segments from word co-occurrence networks using AHP.

Muskan Garg, Mukesh Kumar

Cogn. Syst. Res., 2018

2016

Review on event detection techniques in social multimedia.

Muskan Garg, Mukesh Kumar

Online Inf. Rev., 2016