Dial-In LLM: Human-Aligned Dialogue Intent Clustering with LLM-in-the-loop

M Hong, Y Song, D Jiang, W Ng, Y Sun… - arxiv preprint arxiv …, 2024 - arxiv.org
The discovery of customer intention from dialogue plays an important role in automated
support system. However, traditional text clustering methods are poorly aligned with human …

Do Multimodal Language Models Really Understand Direction? A Benchmark for Compass Direction Reasoning

H Yin, Z Lin, X Liu, B Sun, K Li - arxiv preprint arxiv:2412.16599, 2024 - arxiv.org
Direction reasoning is essential for intelligent systems to understand the real world. While
existing work focuses primarily on spatial reasoning, compass direction reasoning remains …