Goonmeet Bajaj
Computer Science · The Ohio State University
Publications
24
Citations
378
Est. group size
~1
Recurring co-author estimate
Active years
10
Publishing since 2017
Goonmeet Bajaj works on natural language processing and knowledge representation, with projects spanning biomedical vocabulary alignment, mental health analysis from social media text, cognitive architectures, and knowledge gaps in AI systems that answer questions. Much of the work combines machine learning models like language embeddings and neural networks with structured knowledge bases to help computers better understand and organize text and multimodal data. This research could interest students curious about applying AI to healthcare informatics, mental health detection, or cognitive modeling.
Publication output has been variable over the past decade, with periods of moderate activity (2017-2022) followed by a gap in 2023 and 2025, and a modest recent output average of 1.6 papers per year over the last five years.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Identifying knowledge gaps on the edge for visual question answering
Frontiers in Computer Science · 2026
- Data Sheet 1_Identifying knowledge gaps on the edge for visual question answering.pdf
Figshare · 2026
- Grounding From an AI and Cognitive Science Lens
IEEE Intelligent Systems · 2024
- Generating Chunks for Cognitive Architectures
Proceedings of the AAAI Symposium Series · 2024
- Context-Enriched Learning Models for Aligning Biomedical Vocabularies at Scale in the UMLS Metathesaurus
Proceedings of the ACM Web Conference 2022 · 2022
- Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks
2022
- UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus
arXiv (Cornell University) · 2022
- Knowledge Gaps: A Challenge for Agent‐Based Automatic Task Completion
Topics in Cognitive Science · 2021
- Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus
arXiv (Cornell University) · 2021
- Multimodal mental health analysis in social media
PLoS ONE · 2020
- The informed consent of this study approved by Wright State University Institution review Board (SC#6258).
INDIGO (University of Illinois at Chicago) · 2020
- Automatic Table completion using Knowledge Base
arXiv (Cornell University) · 2019
- Fusing Visual, Textual and Connectivity Clues for Studying Mental Health
arXiv (Cornell University) · 2019
- Domain-Specific Use Cases for Knowledge-Enabled Social Media Analysis
Lecture notes in social networks · 2018
- Mental Health Analysis Via Social Media Data
2018
- arXiv (Cornell University)×8
- Journal of Bioresource Management×2
- PLoS ONE×1
- Topics in Cognitive Science×1
- IEEE Intelligent Systems×1
- Zhuohao Chen
Computer Science · Purdue University West Lafayette
- Daniel Dakota
Computer Science · Indiana University
- Dan Goldwasser
Computer Science · Purdue University West Lafayette
- Rajkumar Pujari
Computer Science · Purdue University West Lafayette
- Yaqing Wang
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 19, 2026.
Claim or correct this profile