LongForge: Measuring and Improving Long-Context Instruction Data via Evidence-Assertion Reasoning Graphs.

arXiv:2610.23167v1 Announce Type: new Abstract: Existing quality control for long-context instruction-tuning data is a one-shot judgment inside the generation pipeline that leaves only a scalar, revealing neither which document parts an answer uses nor how man