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Junzhang Liu

2 accepted papers

2025

PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction

NAACL 2025findings

The task of predicting time and location from images is challenging and requires complex human-like puzzle-solving ability over different clues. In this work, we formalize this ability into core skills and implement them using different modules in an expert pipeline called PuzzleGPT. PuzzleGPT consi…

2024

JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images

NeurIPS 2024poster

Existing vision-language understanding benchmarks largely consist of images of objects in their usual contexts. As a consequence, recent multimodal large language models can perform well with only a shallow visual understanding by relying on background language biases. Thus, strong performance on th…