Leena Mathur
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Interdisciplinary
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Social
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
multimodal learning
(3)
behavioral modeling
(2)
social intelligence
(2)
affective computing
(2)
emotion recognition
(1)
video understanding
(1)
self-supervised learning
(1)
reasoning trace
(1)
instruction tuning
(1)
continued pretraining
(1)
human-computer interaction
(1)
machine learning
(1)
masked prediction
(1)
foundation model
(1)
vision-language model
(1)
model evaluation
(1)
multimodal alignment
(1)
multimodal benchmark
(1)
natural language processing
(1)
domain adaptation
(1)
Papers
Social Genome: Grounded Social Reasoning Abilities of Multimodal Models
EMNLP 2025
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions
EMNLP 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models
NeurIPS 2024
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
ICLR 2024
Difference-Masking: Choosing What to Mask in Continued Pretraining
EMNLP 2023
Affect-Aware Machine Learning Models for Deception Detection
AAAI 2021