Yitao Long
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Computer Vision
(1)
Deep Learning
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Processing
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
mathematical reasoning
(2)
benchmark evaluation
(2)
retrieval-augmented generation
(2)
chain-of-thought prompting
(2)
financial domain
(2)
program-of-thought prompting
(2)
video understanding
(1)
explainable ai
(1)
llm evaluation
(1)
domain knowledge
(1)
hallucination mitigation
(1)
specialized document
(1)
expert reasoning
(1)
knowledge integration
(1)
numerical reasoning
(1)
factual hallucination
(1)
long-form question answering
(1)
financial document
(1)
finance domain
(1)
Papers
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
EMNLP 2025
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
CVPR 2025
DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents
ACL 2024
FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains
ACL 2024
FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents
EMNLP 2024