@article{tracetrajectoryreasoningthroughadaptivec, title = {TRACE: Trajectory Reasoning through Adaptive Cross-Step Evidence Aggregation for LLM Agents}, author = {Vijitha Mittapalli and Shreyaa Jayant Dani and Satya Srujana Pilli and Snigdha Ansu and Mohammadreza Teymoorianfard and Franck Dernoncourt and Hongjie Chen and Yu Wang and Ryan A. Rossi and Nesreen K. Ahmed}, year = {2026}, eprint = {2606.07054}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.07054}, }