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Timeline Summarization on Human Evaluation Set

Timeline Summarization on Human Evaluation Set

67.74FaithfulnessNTS-CoT

Updated 4mo ago

Evaluation results

Method	Links
NTS-CoT2026.06		67.74	54.38
LLM-TLS2026.06		32.26	45.62

State-of-the-art paper

NTS-CoT

NTS-CoT: Mitigating Hallucinations in LLM-based News Timeline Summarization with Chain-of-Thought Reasoning

Dataset

Human Evaluation set

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Related benchmarks

Timeline Summarization on T17 (test)Timeline Summarization on Entities (test)

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