3 papers
cs.MM2025
Copycat vs. Original: Multi-modal Pretraining and Variable Importance in Box-office Prediction
Qin Chao, Eunsoo Kim, Boyang Li
The movie industry is associated with an elevated level of risk, which necessitates the use of automated tools to predict box-office revenue and facilitate human decision-making. I…
cs.CV2025
Two Causally Related Needles in a Video Haystack
Miaoyu Li, Qin Chao, Boyang Li
Properly evaluating the ability of Video-Language Models (VLMs) to understand long videos remains a challenge. We propose a long-context video understanding benchmark, Causal2Needl…
cs.CL2024
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels
Chaoqun Liu, Qin Chao, Wenxuan Zhang +4
Large Language Models (LLMs) have demonstrated remarkable performance through supervised fine-tuning or in-context learning using gold labels. However, this paradigm is limited by…