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Wenjuan Gong

2 accepted papers

2026

MGAL: A Multilingual Granularity-Aware Long-Context Benchmark

ICML 2026poster

Evaluation of long-context Large Language Models (LLMs) has advanced rapidly. However, most existing benchmarks are limited to the document level and focus mainly on high-resource languages, leaving many fine-grained challenges insufficiently evaluated. To address this gap, we present MGAL, the firs…

Cited by 0SourceScholar
2026

Retrieval-driven Reasoning for Deliberative Visual Classification

AAAI 2026technical

Vision-Language Models (VLMs) have demonstrated remarkable capabilities in visual classification tasks. Existing methods for enhancing VLMs on this task often rely heavily on direct category-to-image matching, which limits generalization and results in suboptimal performance. In addition, these meth

Cited by 0SourcePDFScholar