Xuejie Zhang

YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis

2020

In recent years, the growing ubiquity of Internet memes on social media platforms, such as Facebook, Instagram, and Twitter, has become a topic of immense interest. However, the classification and recognition of memes is much …

Personalized LoRA for Human-Centered Text Understanding

2024 · arXiv (Cornell University)

Effectively and efficiently adapting a pre-trained language model (PLM) for human-centered text understanding (HCTU) is challenging since user tokens are million-level in most personalized applications and do not have concrete explicit semantics. A standard and …

YNU-HPCC at SemEval-2024 Task 7: Instruction Fine-tuning Models for Numerical Understanding and Generation

2024

This paper presents our systems for Task 7, Numeral-Aware Language Understanding and Generation of SemEval 2024.As participants of Task 7, we engage in all subtasks and implement corresponding systems for each subtask.All subtasks cover three …

Pruning Self-Attention With Local and Syntactic Dependencies for Aspect Sentiment Triplet Extraction

2025 · IEEE Transactions on Audio Speech and Language Processing

Aspect-based sentiment triple extraction (ASTE) is a demanding and emerging subtask of aspect-based sentiment analysis (ABSA). The primary objective of ASTE is to extract aspect and opinion terms and their corresponding sentiment polarities from a …