Rethinking Retrieval in the Long-Context Era: Training-Free Semantic Trees for Adaptive Context Construction.

arXiv:2610.34146v1 Announce Type: cross Abstract: Long-context language models can increasingly process entire documents, making full-context prompting a practical alternative to passage retrieval. However, greater capacity determines how much information a mo