we present PolyFuzz, a greybox fuzzer that holistically fuzzes a given multi-language system through cross-language coverage feedback and explicit modeling of the semantic relationships between inputs ...

We introduce OfficeBench, one of the first office automation benchmarks for evaluating current LLM agents' capability to address office tasks in realistic office workflows. OfficeBench requires LLM ...

Abstract: Pretrained vision-language models (VLMs) utilizing extensive image–text paired data have demonstrated unprecedented image–text association capabilities, achieving remarkable results across ...

Abstract: Recently, multimodal large language models (MLLMs) have shown excellent reasoning capabilities in various fields. Most of the existing remote sensing (RS) MLLMs solve image-level text ...

Allie is a financial writer and editor with over five years of experience. An investment banker turned journalist, she has previously reported on cryptocurrency for MT Newswires and edited ...