Jyotika Singh
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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The Questioner
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Research topics
Machine Learning
(3)
Artificial Intelligence
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Deep Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Models
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Natural Language Processing
(1)
Application Areas
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Applications
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Generation
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Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
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Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
benchmark evaluation
(1)
natural language generation
(1)
multimodal learning
(1)
communication complexity
(1)
visual reasoning
(1)
llm evaluation
(1)
neural network theory
(1)
evaluation framework
(1)
multimodal large language model
(1)
tabular data
(1)
multimodal reasoning
(1)
visual understanding
(1)
circuit complexity
(1)
discrete reasoning
(1)
spatial bia
(1)
logical inference
(1)
global reasoning
(1)
patch-level analysis
(1)
model-based evaluation
(1)
Papers
Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth
EACL 2026
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs
EMNLP 2025
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks
EMNLP 2025