Alexander Martin
7 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(6)
Machine Learning
(5)
Deep Learning
(4)
Applications
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Application Areas
(3)
Core AI · Artificial Intelligence
(3)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Analysis
(1)
Core AI · Computer Vision
(1)
Models
(1)
Keywords
event extraction
(4)
event understanding
(2)
video retrieval
(2)
multimodal learning
(2)
text generation
(1)
pre-trained language model
(1)
multi-source learning
(1)
structured output
(1)
document summarization
(1)
text retrieval
(1)
generative model
(1)
vision-language model
(1)
abstractive summarization
(1)
video-language model
(1)
neural retrieval
(1)
text summarization
(1)
few-shot learning
(1)
noisy text
(1)
multilingual benchmark
(1)
zero-shot learning
(1)
Papers
Cross-Document Event-Keyed Summarization
ACL 2025
FORTIFY: Generative Model Fine-tuning with ORPO for ReTrieval Expansion of InFormal NoisY Text
ACL 2025
MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval
CVPR 2025
Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
CVPR 2025
Event-Keyed Summarization
EMNLP 2024
FAMuS: Frames Across Multiple Sources
NAACL 2024
Grounding Partially-Defined Events in Multimodal Data
EMNLP 2024