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Papers
Do Large Language Models excel in Complex Logical Reasoning with Formal Language?
EMNLP 2025
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
ACL 2025
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval
EMNLP 2025
TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data
EMNLP 2025
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
EMNLP 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification
EMNLP 2024
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
EMNLP 2024
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models
EMNLP 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts
EMNLP 2023