2 papers
cs.CL2025
EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models
Jiacheng Huang, Ning Yu, Xiaoyin Yi
Large language models (LLMs) are increasingly deployed in real-world communication settings, yet their ability to resolve context-dependent ambiguity remains underexplored. In this…
cs.CL2024
IAE: Irony-based Adversarial Examples for Sentiment Analysis Systems
Xiaoyin Yi, Jiacheng Huang
Adversarial examples, which are inputs deliberately perturbed with imperceptible changes to induce model errors, have raised serious concerns for the reliability and security of de…