Search Results for author: Tianshuo Peng

Found 3 papers, 3 papers with code

Multi-modal Auto-regressive Modeling via Visual Words

1 code implementation12 Mar 2024 Tianshuo Peng, Zuchao Li, Lefei Zhang, Hai Zhao, Ping Wang, Bo Du

Large Language Models (LLMs), benefiting from the auto-regressive modelling approach performed on massive unannotated texts corpora, demonstrates powerful perceptual and reasoning capabilities.

Visual Question Answering

A Novel Energy based Model Mechanism for Multi-modal Aspect-Based Sentiment Analysis

1 code implementation13 Dec 2023 Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao

However, previous methods still have certain limitations: (i) They ignore the difference in the focus of visual information between different analysis targets (aspect or sentiment).

Aspect-Based Sentiment Analysis Sentiment Analysis

FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction

1 code implementation19 Jun 2023 Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao

To address these deficiencies, we propose the Fuzzy Span Universal Information Extraction (FSUIE) framework.

UIE

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