3 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…
cs.CL2024
Chain Association-based Attacking and Shielding Natural Language Processing Systems
Jiacheng Huang, Long Chen
Association as a gift enables people do not have to mention something in completely straightforward words and allows others to understand what they intend to refer to. In this pape…