Publications

CONFERENCE

• Garg M., Shahbandegan A., Chadha A., & Mago V. An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts. (Accepted with Findings of ACL (2023))

• Garg M., Saxena C., & Samanta D. LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts. (Accepted with NLDB 2023)

• Garg M., Hejazi S., Fu S., Vassilaki M., Peterson R.C., St Sauver J., & Sohn S. Finding Patterns in Progression from Mild Cognitive Impairment to Dementia. (Accepted with Mayo AI Summit)

• Garg M., & Sohn S. CareD: Caregiver’s Experience with Cognitive Decline in Reddit Posts Proceedings of IEEE ICHI, Texas, USA, 2023

• Ibrahim OA, Garg M., Fu S., Vassilaki M., Petersen RC, Sauver JS, & Sunghwan S. Dementia Prediction in Older Adults Using Sex-specific Health Trajectory Clustering, Proceedings of The 19th World Congress on Medical and Health Informatics (MEDINFO), 2023

• Garg M.. Towards Pattern Recognition with Network Science and Natural Language Processing for Information Retrieval. Proceedings of International Conference on Pattern Recognition Applications and Methods (ICPRAM), Portugal. ( Core Rank: C, h-index: 21)

• Gupta A.K., & Garg M. EdgeGraph: Revisiting Statistical Measures for Language Independent Keyphrase Extraction Leveraging on Bi-grams. Proceedings of 19th International Conference on Natural Language Processing (ICON), India, 2022. (Indexed in ACL Anthology) 

• Kaur S., Bhardwaj R., Jain A., Garg M., & Saxena C. Causal Categorization of Mental Health Posts using Transformers. Forum for Information Retrieval and Evaluation (FIRE), India, 2022. (h5-index: 19)

• Saxena C., Garg M., & Ansari G. Explainable Causal Analysis of Mental Health on Social Media. Proceedings of The 29th International Conference on Neural Information Processing (ICONIP 2022), India. (Core rank: B, h5-index: 35) 

• Mather B., Perera I., Kazakova V., Cappeci D., Garg M., Woodard D., & Dorr B.J. Vision: Explainable Hidden Mental States as Influence Indicators. NAACL, Seattle, Washington.

• Garg M., Wazarkar S., Singh M., & Bojar O. Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers. Proceedings of 13th Edition of its Language Resources and Evaluation Conference (LREC), Marsielle, France. (Core rank: C; h5-index: 49, Indexed in ACL Anthology) 

• Garg M., Saxena C., Saha S., Krishnan V., Joshi R., Mago V., & Dorr B.J. CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts. Proceedings of 13th Edition of its Language Resources and Evaluation Conference (LREC), Marsielle, France. (Core rank: C, h5-index: 49, Indexed in ACL Anthology)

• Ansari G., Garg M., & Saxena C. Data Augmentation for Mental Health Classification on Social Media. In 18𝑡ℎ International Conference on Natural Language Processing (ICON), NIT Silchar. (Indexed in ACL Anthology)

• Garg, M., & Kumar, M. Finding summaries to obtain event phrases from streaming Microblogs using Word Cooccurrence Network. In 2020 International COMmunication Systems & NETworkS (COMSNETS) (pp. 200-206). IEEE. (h5-index: 23)

JOURNALS

• Garg M. Mental Health Analysis in Social Media Posts: A Survey. Archives of Computational Methods in Engineering. (Impact Factor: 8.171, h5-index: 59), 2023 

• Garg M., Kumar M. KEST: A Graph-based Keyphrase Extraction Technique for Tweets Summarization using Markov Decision Process. Expert Systems with Applications. (July 2022) (Impact Factor: 8.665, h5- index: 132) 

• Garg M.. UBIS: Unigram Bigram Importance Score for Feature Extraction from Short Text Document. Expert Systems with Applications, 195, 116563. (Impact Factor: 8.665, h5-index: 132)

• Garg, M.. A survey on different dimensions for graphical keyword extraction techniques. Artificial Intelligence Review, 54, 4731–4770. (Impact Factor: 9.588, h5-index: 70)

• Garg M., & Kumar M. Identifying influential segments from word co-occurrence networks using AHP. Cognitive Systems Research, 47, 28-41. (Impact Factor: 3.523, h5-index: 45)

• Garg M., & Kumar M. The structure of word co-occurrence network for microblogs. Physica A: Statistical Mechanics and its Applications, 512, 698-720. (Impact Factor: 3.778, h5-index: 83)

• Garg M., & Kumar M. Review on event detection techniques in social multimedia. Online Information Review, 40(3), 347-361. (Impact Factor: 2.325, h5-index: 35)

PREPRINT

• Sarkar S., Gaur M., Chen L.K., Garg M., Srivastava B., & Dongaonkar B. Towards Explainable and Safe Conversational Agents for Mental Health: A Survey. (Under review with Cell Press)

• Garg M., (2023) Multi-class Categorization of Reasons behind Mental Disturbance in Long Texts. (Under review with Knowledge-based Systems).

• Garg M., Saxena C., Dorr B.J., Naseem U., & Sunghwan S. (2023) NLP as a Lens for Causal Analysis and Perception Mining to Infer Mental Health on Social Media. (Under review with IEEE TCSS)