3 papers
cs.CL2026
From Classification to Ranking: Enhancing LLM Reasoning Capabilities for MBTI Personality Detection
Yuan Cao, Feixiang Liu, Xinyue Wang +4
Personality detection aims to measure an individual's corresponding personality traits through their social media posts. The advancements in Large Language Models (LLMs) offer nove…
cs.AI2026
Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety
Can Jin, Rui Wu, Tong Che +10
Ensuring that Large Language Models (LLMs) adhere to safety principles without refusing benign requests remains a significant challenge. While OpenAI introduces deliberative alignm…
cs.LG2025
Towards Understanding Transformers in Learning Random Walks
Wei Shi, Yuan Cao
Transformers have proven highly effective across various applications, especially in handling sequential data such as natural languages and time series. However, transformer models…