Roshanak Mirzaee
5 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(5)
Artificial Intelligence
(4)
Applications · Natural Language Processing
(4)
Core AI
(4)
Machine Learning
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Understanding
(2)
Computer Science
(1)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Keywords
spatial reasoning
(3)
multi-hop reasoning
(2)
question answering
(2)
natural language processing
(1)
symbolic reasoning
(1)
information extraction
(1)
multimodal learning
(1)
reading comprehension
(1)
deep learning
(1)
cross-modal representation
(1)
domain knowledge
(1)
language model
(1)
synthetic data
(1)
pre-trained language model
(1)
knowledge integration
(1)
distant supervision
(1)
constraint-based learning
(1)
knowledge injection
(1)
attention network
(1)
deep learning architecture
(1)
Papers
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning
EMNLP 2023
GLUECons: A Generic Benchmark for Learning under Constraints
AAAI 2023
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning
EMNLP 2022
SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning
NAACL 2021
Latent Alignment of Procedural Concepts in Multimodal Recipes
ACL 2020