作者位次 #5/6ACL 2026Poster· Natural Language Processing
Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier
Jianyuan Zhong · Zeju Li · Zhijian Xu · Xiangyu Wen · Kezhi Li · Qiang Xu
摘要
Complex reasoning with Large Language Models (LLMs) demands a careful balance between accuracy and computational cost. Verification is crucial for reliability but faces trade-off: robust process-based verifiers are computationally prohibitive, while fast verifiers lack precision. We introduce fle...