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cs.CL2025
Integrating Domain Knowledge for Financial QA: A Multi-Retriever RAG Approach with LLMs
Yukun Zhang, Stefan Elbl Droguett, Samyak Jain
This research project addresses the errors of financial numerical reasoning Question Answering (QA) tasks due to the lack of domain knowledge in finance. Despite recent advances in…
cs.CL2025
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Shi Qiu, Shaoyang Guo, Zhuo-Yang Song +51
Current benchmarks for evaluating the reasoning capabilities of Large Language Models (LLMs) face significant limitations: task oversimplification, data contamination, and flawed e…