Shingo Takamatsu
5 papers · 2012–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (13) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (1)
COLING (1)
Top co-authors
Keywords
sponsored search
(2)
agent system
(2)
llm agent
(2)
keyword generation
(2)
multimodal large language model
(1)
multimodal model
(1)
hierarchical agent
(1)
sponsored search advertising
(1)
creative generation
(1)
multimodal generation
(1)
large language model
(1)
multi-agent system
(1)
text rendering
(1)
agentic framework
(1)
real-time adaptation
(1)
design refinement
(1)
ad banner generation
(1)
automated design
(1)
banner design
(1)
self-reflective learning
(1)
Papers
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising
COLING 2025
BannerAgency: Advertising Banner Design with Multimodal LLM Agents
EMNLP 2025
OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent
EMNLP 2025
Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents
EMNLP 2025
Reducing Wrong Labels in Distant Supervision for Relation Extraction
ACL 2012