Nikolai Ilinykh
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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The Questioner
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Architectures
(2)
Core Methods
(2)
Generation · Computer Vision
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Core AI · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Keywords
multimodal learning
(3)
image captioning
(2)
multimodal transformer
(2)
narrative generation
(1)
cross-modal learning
(1)
visual grounding
(1)
coreference resolution
(1)
visual storytelling
(1)
semantic representation
(1)
visual description
(1)
language model
(1)
multimodal language model
(1)
zero-shot classification
(1)
generation quality
(1)
cross-modal attention
(1)
image paragraph generation
(1)
decoding algorithm
(1)
discourse structure
(1)
discourse analysis
(1)
entity tracking
(1)
Papers
Coreference as an indicator of context scope in multimodal narrative
ACL 2025
Describe Me an Auklet: Generating Grounded Perceptual Category Descriptions
EMNLP 2023
Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer
ACL 2022
Do Decoding Algorithms Capture Discourse Structure in Multi-Modal Tasks? A Case Study of Image Paragraph Generation
EMNLP 2022