hyeonsss/needlechain
NeedleChain: Measuring Intact Long-Context Reasoning Capability of Large Language Models Github: Official github repository Paper: Official Paper NeedleChain is a benchmark designed to evaluate LLMs' intact long-context understanding. Every provided context consists of query-relevant information, requiring a comprehensive understanding to answer the given query. For manual creation of NeedleChain datasets, please refer to our official github repository.
NeedleChain: Measuring Intact Long-Context Reasoning Capability of Large Language Models
<p align="center"> Github: <a href="https://github.com/hyeonseokk/NeedleChain"> Official github repository </a> <br> Paper: <a href="https://arxiv.org/abs/2507.22411"> Official Paper </a> <br>
<p align="center"> <img src="needlechain.png" width="500"/> </p>
NeedleChain is a benchmark designed to evaluate LLMs' intact long-context understanding. Every provided context consists of query-relevant information, requiring a comprehensive understanding to answer the given query.
For manual creation of NeedleChain datasets, please refer to our official github repository.