@article{qraglongcontextmultistepretrievalviavalu, title = {Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training}, author = {Artyom Sorokin and Nazar Buzun and Alexander Anokhin and Oleg Inozemcev and Egor Vedernikov and Petr Anokhin and Mikhail Burtsev and Trushkov Alexey and Yin Wenshuai and Evgeny Burnaev}, year = {2025}, eprint = {2511.07328}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.07328}, }