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most citedHow to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension

4 citations · 6 across the 2 of their papers we have counts for

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cs.CL2025★ 4 cited

How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension

Hao Li, Liuzhenghao Lv, He Cao +6

Large language models are increasingly used in scientific domains, especially for molecular understanding and analysis. However, existing models are affected by hallucination issue…

cs.CE2025

Navigating Chemical-Linguistic Sharing Space with Heterogeneous Molecular Encoding

Liuzhenghao Lv, Hao Li, Yu Wang +5

Chemical language models (CLMs) are prominent for their effectiveness in exploring chemical space and enabling molecular engineering. However, while exploring chemical-linguistic s…