4 citations · 11 across the 13 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.AI2024
Do Multimodal Language Models Really Understand Direction? A Benchmark for Compass Direction Reasoning
Hang Yin, Zhifeng Lin, Xin Liu +2
Direction reasoning is essential for intelligent systems to understand the real world. While existing work focuses primarily on spatial reasoning, compass direction reasoning remai…
cs.CL2024
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
Yiwei Li, Fei Mi, Yitong Li +4
Stochastic sampling strategies such as top-k and top-p have been widely used in dialogue generation task. However, as an open-domain chatting system, there will be two different co…
cs.CL2024★ 3 cited
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
Yiwei Li, Peiwen Yuan, Shaoxiong Feng +5
Self-consistency (SC) has been a widely used decoding strategy for chain-of-thought reasoning. Despite bringing significant performance improvements across a variety of multi-step…