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Ruosong Yang

4 accepted papers

2024

G^2SAM: Graph-Based Global Semantic Awareness Method for Multimodal Sarcasm Detection

AAAI 2024technical

Multimodal sarcasm detection, aiming to detect the ironic sentiment within multimodal social data, has gained substantial popularity in both the natural language processing and computer vision communities. Recently, graph-based studies by drawing sentimental relations to detect multimodal sarcasm ha…

2023

Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection

ACL 2023long

With the popularity of social media, detecting sentiment from multimodal posts (e.g. image-text pairs) has attracted substantial attention recently. Existing works mainly focus on fusing different features but ignore the challenge of modality heterogeneity. Specifically, different modalities with in…

2022

Generating a Structured Summary of Numerous Academic Papers: Dataset and Method

IJCAI 2022poster

Writing a survey paper on one research topic usually needs to cover the salient content from numerous related papers, which can be modeled as a multi-document summarization (MDS) task. Existing MDS datasets usually focus on producing the structureless summary covering a few input documents. Meanwhil…

2022

Long Text and Multi-Table Summarization: Dataset and Method

EMNLP 2022finding

Automatic document summarization aims to produce a concise summary covering the input document’s salient information. Within a report document, the salient information can be scattered in the textual and non-textual content. However, existing document summarization datasets and methods usually focus…