@article{semanticstateabstractioninterfacesforllm,
  title = {Semantic State Abstraction Interfaces for LLM-Augmented Portfolio Decisions: Multi-Axis News Decomposition and RL Diagnostics},
  author = {Likhita Yerra and Remi Uttejitha Allam},
  year = {2026},
  eprint = {2605.06730},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.06730},
}