Srinivas Sunkara
8 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
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Topic Evolution
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Machine Learning
(4)
Applications
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Core Methods
(1)
Keywords
user interface
(3)
multimodal learning
(3)
task-oriented dialogue
(2)
dialogue state tracking
(2)
multi-domain dialogue
(2)
representation learning
(2)
multimodal agent
(1)
vision-language model
(1)
zero-shot generalization
(1)
action sequence
(1)
egocentric video
(1)
mobile application
(1)
slot filling
(1)
dialogue dataset
(1)
semantic understanding
(1)
web agent
(1)
dataset annotation
(1)
multimodal feature
(1)
image-text model
(1)
multi-domain conversation
(1)
Papers
Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos
CVPR 2026
ScreenQA: Large-Scale Question-Answer Pairs Over Mobile App Screenshots
NAACL 2025
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
IJCAI 2024
Towards Better Semantic Understanding of Mobile Interfaces
COLING 2022
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces
AAAI 2021
UIBert: Learning Generic Multimodal Representations for UI Understanding
IJCAI 2021
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines
ACL 2020
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset
AAAI 2020