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Jemima Jacob

dblp:389/8688 · DBLP profile ↗
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2ranked-venue papers
0as first author
2since 2021 · last 2025
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2 · 2 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Information extraction and text analysis · 54% Language models and text generation · 46%
Interdisciplinary, comprehensive, and emerging computing
2 papers
Medical and health informatics · 100%

Topics — the 4 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Information extraction and text analysis
social media text analysis		 0.912025
ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media · EMNLP 2025
Natural language and speech › Language models and text generation
large language model evaluation		 0.812024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis · EMNLP 2024
Medical and health informatics › mental health
mental health diagnosis		 0.812024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis · EMNLP 2024
Medical and health informatics › mental health informatics
mental health monitoring		 0.312025
ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media · EMNLP 2025

Methods — techniques the papers use, named apart from their topics

social media mining · 1.7cognitive framework · 1.7large language model · 1.5comorbid diagnosis evaluation · 1.5
YearPublicationVenuePosition
2025 ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media
abstract
Aakash Kumar Agarwal, Saprativa Bhattacharjee, Mauli Rastogi, Jemima S. Jacob, Biplab Banerjee, Rashmi Gupta, Pushpak Bhattacharyya. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025.
Aakash Kumar Agarwal, Saprativa Bhattacharjee, Mauli Rastogi, Jemima Jacob, Biplab Banerjee, Pushpak Bhattacharyya
 EMNLP4
2024 Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis
abstract
Amey Hengle, Atharva Kulkarni, Shantanu Deepak Patankar, Madhumitha Chandrasekaran, Sneha D’silva, Jemima S. Jacob, Rashmi Gupta. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024.
Amey Hengle, Atharva Kulkarni, Shantanu Patankar, Madhumitha Chandrasekaran, Sneha D'Silva, Jemima Jacob
 EMNLP6