Wenfei Zhou
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 · Silver
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Mega-Team · Squad
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Research topics
Artificial Intelligence
(4)
Core AI
(4)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Machine Learning
(2)
Learning Types
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Reasoning
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
large language model
(2)
logical reasoning
(2)
question answering
(1)
code generation
(1)
database question answering
(1)
sql generation
(1)
first-order logic
(1)
benchmark dataset
(1)
synthetic data
(1)
retrieval-augmented generation
(1)
code repair
(1)
reasoning capability
(1)
reasoning chain
(1)
embedding model
(1)
natural language reasoning
(1)
multi-agent evaluation
(1)
answer faithfulness
(1)
enterprise knowledge
(1)
natural language proof
(1)
hardware description language
(1)
Papers
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair
ICLR 2025
EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering
NAACL 2025
FOLIO: Natural Language Reasoning with First-Order Logic
EMNLP 2024
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering
NAACL 2024
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
EMNLP 2024