Muskan Garg

55 papers A 1B 3C 2Misc 1Journal 33Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Features to Actions: Explainability in Traditional and Agentic AI Systems.
CoRR
Sindhuja Chaduvula, Jessee Ho, Kina Kim, Aravind Narayanan, Mahshid Alinoori, Muskan Garg, Dhanesh Ramachandram, Shaina Raza
2025 J jnl
RESPECT: A framework for promoting inclusive and respectful conversations in online communications.
Nat. Lang. Process. J.
Shaina Raza, Abdullah Yahya Mohammed Muaad, Emrul Hasan, Muskan Garg, Zainab Al-Zanbouri, Syed Raza Bashir
2025 J jnl
The Rise of Small Language Models in Healthcare: A Comprehensive Survey.
CoRR
Muskan Garg, Shaina Raza, Shebuti Rayana, Xingyi Liu, Sunghwan Sohn
2025 — conf
Uncovering the Role of Neuropsychiatric Symptoms in Cognitive Impairment Progression.
BIBM
Eunji Jeon, Muskan Garg, Xingyi Liu, Maria Vassilaki, Jennifer St. Sauver, Ronald C. Petersen, Sunghwan Sohn
2024 — conf
Causal Explanation from Mild Cognitive Impairment Progression using Graph Neural Networks.
BIBM
Arman Behnam, Muskan Garg, Xingyi Liu, Maria Vassilaki, Jennifer St. Sauver, Ronald C. Petersen, Sunghwan Sohn
2024 J jnl
Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits.
BMC Medical Informatics Decis. Mak.
Muskan Garg, Sara Hejazi, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn
2024 J jnl
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions.
J. Biomed. Informatics
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
2024 J jnl
MultiWD: Multi-label wellness dimensions in social media posts.
J. Biomed. Informatics
Muskan Garg, Xingyi Liu, MSVPJ Sathvik, Shaina Raza, Sunghwan Sohn
2024 J jnl
Nbias: A natural language processing framework for BIAS identification in text.
Expert Syst. Appl.
Shaina Raza, Muskan Garg, Deepak John Reji, Syed Raza Bashir, Chen Ding
2024 A conf
Reliability Analysis of Psychological Concept Extraction and Classification in User-Penned Text.
ICWSM
Muskan Garg, MSVPJ Sathvik, Shaina Raza, Amrit Chadha, Sunghwan Sohn
2024 J jnl
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text.
CoRR
Muskan Garg, MSVPJ Sathvik, Amrit Chadha, Shaina Raza, Sunghwan Sohn
2024 J jnl
Towards Mental Health Analysis in Social Media for Low-resourced Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Muskan Garg
2024 J jnl
WellXplain: Wellness concept extraction and classification in Reddit posts for mental health analysis.
Knowl. Based Syst.
Muskan Garg
2023 J jnl
A review of the explainability and safety of conversational agents for mental health to identify avenues for improvement.
Frontiers Artif. Intell.
Surjodeep Sarkar, Manas Gaur, Lujie Karen Chen, Muskan Garg, Biplav Srivastava
2023 — conf
An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts.
ACL (Findings)
Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha, Vijay Mago
2023 J jnl
An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts.
CoRR
Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha, Vijay Mago
2023 — conf
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health.
BioNLP@ACL
Chandreen Liyanage, Muskan Garg, Vijay Mago, Sunghwan Sohn
2023 J jnl
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health.
CoRR
Chandreen Liyanage, Muskan Garg, Vijay Mago, Sunghwan Sohn
2023 — conf
CareD: Caregiver's Experience with Cognitive Decline in Reddit Posts.
ICHI
Muskan Garg, Sunghwan Sohn
2023 J jnl
Causal Categorization of Mental Health Posts using Transformers.
CoRR
Simranjeet Kaur, Ritika Bhardwaj, Aastha Jain, Muskan Garg, Chandni Saxena
2023 — conf
Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering.
MedInfo
Omar A. Ibrahim, Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St Sauver, Sunghwan Sohn
2023 — conf
Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis.
BIBM
Ziming Liu, Muskan Garg, Sunyang Fu, Surjodeep Sarkar, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn
2023 J jnl
InterPrompt: Interpretable Prompting for Interrelated Interpersonal Risk Factors in Reddit Posts.
CoRR
MSVPJ Sathvik, Surjodeep Sarkar, Chandni Saxena, Sunghwan Sohn, Muskan Garg
2023 J jnl
LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts.
CoRR
Muskan Garg, Manas Gaur, Raxit Goswami, Sunghwan Sohn
2023 B conf
LoST: A Mental Health Dataset of Low Self-Esteem in Reddit Posts.
SMC
Muskan Garg, Manas Gaur, Raxit Goswami, Sunghwan Sohn
2023 C conf
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts.
NLDB
Muskan Garg, Chandni Saxena, Debabrata Samanta, Bonnie J. Dorr
2023 J jnl
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts.
CoRR
Muskan Garg, Chandni Saxena, Debabrata Samanta, Bonnie J. Dorr
2023 J jnl
Multi-class Categorization of Reasons behind Mental Disturbance in Long Texts.
CoRR
Muskan Garg
2023 J jnl
Multi-class categorization of reasons behind mental disturbance in long texts.
Knowl. Based Syst.
Muskan Garg
2023 J jnl
NBIAS: A Natural Language Processing Framework for Bias Identification in Text.
CoRR
Shaina Raza, Muskan Garg, Deepak John Reji, Syed Raza Bashir, Chen Ding
2023 — conf
Navigating Sex-Specific Disease Dynamics in Incident Dementia.
BIBM
Muskan Garg, Ronald C. Petersen, Xingyi Liu, Jennifer St. Sauver, Maria Vassilaki, Sunghwan Sohn
2023 J jnl
Towards Explainable and Safe Conversational Agents for Mental Health: A Survey.
CoRR
Surjodeep Sarkar, Manas Gaur, Lujie Karen Chen, Muskan Garg, Biplav Srivastava, Bhaktee Dongaonkar
2023 C conf
Towards Pattern Recognition with Network Science and Natural Language Processing for Information Retrieval.
ICPRAM
Muskan Garg, Mukesh Kumar, Debabrata Samanta
2023 J jnl
WellXplain: Wellness Concept Extraction and Classification in Reddit Posts for Mental Health Analysis.
CoRR
Muskan Garg
2022 J jnl
An event detection technique using social media data.
CoRR
Muskan Garg
2022 B conf
CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts.
LREC
Muskan Garg, Chandni Saxena, Sriparna Saha, Veena Krishnan, Ruchi Joshi, Vijay Mago
2022 J jnl
CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts.
CoRR
Muskan Garg, Chandni Saxena, Veena Krishnan, Ruchi Joshi, Sriparna Saha, Vijay Mago, Bonnie J. Dorr
2022 — conf
Causal Categorization of Mental Health Posts using Transformers.
FIRE
Simranjeet Kaur, Ritika Bhardwaj, Aastha Jain, Muskan Garg, Chandni Saxena
2022 — conf
EdgeGraph: Revisiting Statistical Measures for Language Independent Keyphrase Extraction Leveraging on Bi-grams.
ICON
Muskan Garg, Amit Kumar Gupta
2022 — conf
Explainable Causal Analysis of Mental Health on Social Media Data.
ICONIP (2)
Chandni Saxena, Muskan Garg, Gunjan Ansari
2022 J jnl
Explainable Causal Analysis of Mental Health on Social Media Data.
CoRR
Chandni Saxena, Muskan Garg, Gunjan Ansari
2022 J jnl
KEST: A graph-based keyphrase extraction technique for tweets summarization using Markov Decision Process.
Expert Syst. Appl.
Muskan Garg, Mukesh Kumar
2022 J jnl
Minimal Feature Analysis for Isolated Digit Recognition for varying encoding rates in noisy environments.
CoRR
Muskan Garg, Naveen Aggarwal
2022 B conf
Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers.
LREC
Muskan Garg, Seema Wazarkar, Muskaan Singh, Ondrej Bojar
2022 J jnl
UBIS: Unigram Bigram Importance Score for Feature Selection from Short Text.
Expert Syst. Appl.
Muskan Garg
2022 — conf
Vision: Explainable Hidden Mental States as Influence Indicators.
ICWSM Workshops
Brodie Mather, Ian Perera, Vera A. Kazakova, Daniel E. Capecci, Muskan Garg, Damon L. Woodard, Bonnie J. Dorr
2021 J jnl
A survey on different dimensions for graphical keyword extraction techniques.
Artif. Intell. Rev.
Muskan Garg
2021 — conf
Data Augmentation for Mental Health Classification on Social Media.
ICON
Gunjan Ansari, Muskan Garg, Chandni Saxena
2021 J jnl
Data Augmentation for Mental Health Classification on Social Media.
CoRR
Gunjan Ansari, Muskan Garg, Chandni Saxena
2021 — conf
Keyphrase Extraction using Markov Decision Process from Social Media Data.
DSMLAI
Muskan Garg, Mukesh Kumar, Amit Kumar Gupta, Dinesh Goyal
2021 — conf
ORR: Optimized Round Robin CPU Scheduling Algorithm.
DSMLAI
Amit Kumar Gupta, Priya Mathur, Carlos M. Travieso-González, Muskan Garg, Dinesh Goyal
2021 J jnl
Quantifying the Suicidal Tendency on Social Media: A Survey.
CoRR
Muskan Garg
2020 Misc conf
Finding summaries to obtain event phrases from streaming Microblogs using Word Co-occurrence Network.
COMSNETS
Muskan Garg, Mukesh Kumar
2018 J jnl
Identifying influential segments from word co-occurrence networks using AHP.
Cogn. Syst. Res.
Muskan Garg, Mukesh Kumar
2016 J jnl
Review on event detection techniques in social multimedia.
Online Inf. Rev.
Muskan Garg, Mukesh Kumar