3 papers
cs.CV2024
Multi-modal Auto-regressive Modeling via Visual Words
Tianshuo Peng, Zuchao Li, Lefei Zhang +3
Large Language Models (LLMs), benefiting from the auto-regressive modelling approach performed on massive unannotated texts corpora, demonstrates powerful perceptual and reasoning…
cs.AI2023
A Novel Energy based Model Mechanism for Multi-modal Aspect-Based Sentiment Analysis
Tianshuo Peng, Zuchao Li, Ping Wang +2
Multi-modal aspect-based sentiment analysis (MABSA) has recently attracted increasing attention. The span-based extraction methods, such as FSUIE, demonstrate strong performance in…
cs.CL2023
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction
Tianshuo Peng, Zuchao Li, Lefei Zhang +2
Universal Information Extraction (UIE) has been introduced as a unified framework for various Information Extraction (IE) tasks and has achieved widespread success. Despite this, U…