LTA-thinker: Latent Thought-Augmented Training Framework for Large Language Models on Complex Reasoning

Jiaqi Wang, Binquan Ji, Haibo Luo +7

Complex Reasoning in Large Language Models can be dynamically optimized using Test-Time Scaling (TTS) to mitigate Overthinking. Methods such as Coconut, SoftCoT and its variant are…