Lingfei Qian
4 papers · 2025–2026 · 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 · Bronze
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Taxonomy Completionist
(14)
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Mega-Team · Squad
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Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Models
(2)
Data Science & Analytics
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Learning Types
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
financial benchmark
(2)
large language model
(2)
financial reasoning
(2)
cross-lingual transfer
(1)
question answering
(1)
extractive summarization
(1)
chain-of-thought reasoning
(1)
named entity recognition
(1)
multimodal learning
(1)
financial decision-making
(1)
llm agent
(1)
abstractive summarization
(1)
multi-step reasoning
(1)
optical character recognition
(1)
topic classification
(1)
cross-lingual reasoning
(1)
reasoning consistency
(1)
greek language
(1)
stock trading
(1)
financial natural language processing
(1)
Papers
FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
ACL 2026
MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
ACL 2026
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
ACL 2025
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
EMNLP 2025