Muskan Garg

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 50

Top Topics

Keyphrase Extraction

Annotated Corpus

Language Processing

Top Venues

Expert Syst. Appl.

J. Biomed. Informatics

Publications

Muskan Garg
WellXplain: Wellness concept extraction and classification in Reddit posts for mental health analysis. Knowl. Based Syst. 284 (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)
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
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions. J. Biomed. Informatics 152 (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)
Muskan Garg
Towards Mental Health Analysis in Social Media for Low-resourced Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (3) (2024)
Muskan Garg, Chandni Saxena, Debabrata Samanta, Bonnie J. Dorr
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts. NLDB (2023)
Muskan Garg, Mukesh Kumar, Debabrata Samanta
Towards Pattern Recognition with Network Science and Natural Language Processing for Information Retrieval. ICPRAM (2023)
Surjodeep Sarkar, Manas Gaur, Lujie Karen Chen, Muskan Garg, Biplav Srivastava
A review of the explainability and safety of conversational agents for mental health to identify avenues for improvement. Frontiers Artif. Intell. 6 (2023)
Chandreen Liyanage, Muskan Garg, Vijay Mago, Sunghwan Sohn
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health. CoRR (2023)
Muskan Garg, Ronald C. Petersen, Xingyi Liu, Jennifer St. Sauver, Maria Vassilaki, Sunghwan Sohn
Navigating Sex-Specific Disease Dynamics in Incident Dementia. BIBM (2023)
Muskan Garg
Multi-class categorization of reasons behind mental disturbance in long texts. Knowl. Based Syst. 276 (2023)
MSVPJ Sathvik, Surjodeep Sarkar, Chandni Saxena, Sunghwan Sohn, Muskan Garg
InterPrompt: Interpretable Prompting for Interrelated Interpersonal Risk Factors in Reddit Posts. CoRR (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)
Simranjeet Kaur, Ritika Bhardwaj, Aastha Jain, Muskan Garg, Chandni Saxena
Causal Categorization of Mental Health Posts using Transformers. CoRR (2023)
Omar A. Ibrahim, Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St Sauver, Sunghwan Sohn
Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering. MedInfo (2023)
Muskan Garg
Multi-class Categorization of Reasons behind Mental Disturbance in Long Texts. CoRR (2023)
Muskan Garg, Manas Gaur, Raxit Goswami, Sunghwan Sohn
LoST: A Mental Health Dataset of Low Self-Esteem in Reddit Posts. SMC (2023)
Ziming Liu, Muskan Garg, Sunyang Fu, Surjodeep Sarkar, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn
Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis. BIBM (2023)
Muskan Garg, Chandni Saxena, Debabrata Samanta, Bonnie J. Dorr
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts. CoRR (2023)
Muskan Garg, Sunghwan Sohn
CareD: Caregiver's Experience with Cognitive Decline in Reddit Posts. ICHI (2023)
Muskan Garg, Manas Gaur, Raxit Goswami, Sunghwan Sohn
LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts. CoRR (2023)
Surjodeep Sarkar, Manas Gaur, L. Chen, Muskan Garg, Biplav Srivastava, Bhaktee Dongaonkar
Towards Explainable and Safe Conversational Agents for Mental Health: A Survey. CoRR (2023)
Muskan Garg, Chandni Saxena, Usman Naseem, Bonnie J. Dorr
NLP as a Lens for Causal Analysis and Perception Mining to Infer Mental Health on Social Media. CoRR (2023)
Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha, Vijay Mago
An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts. ACL (Findings) (2023)
Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha, Vijay Mago
An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts. CoRR (2023)
Chandreen Liyanage, Muskan Garg, Vijay Mago, Sunghwan Sohn
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health. BioNLP@ACL (2023)
Muskan Garg
WellXplain: Wellness Concept Extraction and Classification in Reddit Posts for Mental Health Analysis. CoRR (2023)
Brodie Mather, Ian Perera, Vera A. Kazakova, Daniel Capecci, Muskan Garg, Damon L. Woodard, Bonnie J. Dorr
Vision: Explainable Hidden Mental States as Influence Indicators. ICWSM Workshops (2022)
Muskan Garg, Seema Wazarkar, Muskaan Singh, Ondrej Bojar
Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers. LREC (2022)
Muskan Garg, Naveen Aggarwal
Minimal Feature Analysis for Isolated Digit Recognition for varying encoding rates in noisy environments. CoRR (2022)
Chandni Saxena, Muskan Garg, Gunjan Saxena
Explainable Causal Analysis of Mental Health on Social Media Data. CoRR (2022)
Muskan Garg
An event detection technique using social media data. CoRR (2022)
Chandni Saxena, Muskan Garg, Gunjan Ansari
Explainable Causal Analysis of Mental Health on Social Media Data. ICONIP (2) (2022)
Simranjeet Kaur, Ritika Bhardwaj, Aastha Jain, Muskan Garg, Chandni Saxena
Causal Categorization of Mental Health Posts using Transformers. FIRE (2022)
Muskan Garg, Amit Kumar Gupta
EdgeGraph: Revisiting Statistical Measures for Language Independent Keyphrase Extraction Leveraging on Bi-grams. ICON (2022)
Muskan Garg, Chandni Saxena, Sriparna Saha, Veena Krishnan, Ruchi Joshi, Vijay Mago
CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts. LREC (2022)
Muskan Garg
UBIS: Unigram Bigram Importance Score for Feature Selection from Short Text. Expert Syst. Appl. 195 (2022)
Muskan Garg, Chandni Saxena, Veena Krishnan, Ruchi Joshi, Sriparna Saha, Vijay Mago, Bonnie J. Dorr
CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts. CoRR (2022)
Muskan Garg, Mukesh Kumar
KEST: A graph-based keyphrase extraction technique for tweets summarization using Markov Decision Process. Expert Syst. Appl. 209 (2022)
Amit Kumar Gupta, Priya Mathur, Carlos M. Travieso-González, Muskan Garg, Dinesh Goyal
ORR: Optimized Round Robin CPU Scheduling Algorithm. DSMLAI (2021)
Gunjan Ansari, Muskan Garg, Chandni Saxena
Data Augmentation for Mental Health Classification on Social Media. CoRR (2021)
Muskan Garg
A survey on different dimensions for graphical keyword extraction techniques. Artif. Intell. Rev. 54 (6) (2021)
Muskan Garg, Mukesh Kumar, Amit Kumar Gupta, Dinesh Goyal
Keyphrase Extraction using Markov Decision Process from Social Media Data. DSMLAI (2021)
Muskan Garg
Quantifying the Suicidal Tendency on Social Media: A Survey. CoRR (2021)
Gunjan Ansari, Muskan Garg, Chandni Saxena
Data Augmentation for Mental Health Classification on Social Media. ICON (2021)
Muskan Garg, Mukesh Kumar
Finding summaries to obtain event phrases from streaming Microblogs using Word Co-occurrence Network. COMSNETS (2020)
Muskan Garg, Mukesh Kumar
Identifying influential segments from word co-occurrence networks using AHP. Cogn. Syst. Res. 47 (2018)
Muskan Garg, Mukesh Kumar
Review on event detection techniques in social multimedia. Online Inf. Rev. 40 (3) (2016)