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Papers
Can LLMs Act as Historians? Evaluating Historical Research Capabilities of LLMs via the Chinese Imperial Examination
ACL 2026
FinMathBench: A Formula-Driven Benchmark for Evaluating LLMs’ Math Reasoning Capabilities in Finance
AAAI 2026
VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery
EACL 2026
Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats
NAACL 2025
Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research
ACL 2025
CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis
EMNLP 2025
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains
ACL 2025
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering
EMNLP 2025
WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications
ACL 2025