Search Results for author: Yanyan Zhao

Found 10 papers, 1 papers with code

Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors

1 code implementation Findings (ACL) 2022 Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao

Through further analysis of the ASR outputs, we find that in some cases the sentiment words, the key sentiment elements in the textual modality, are recognized as other words, which makes the sentiment of the text change and hurts the performance of multimodal sentiment models directly.

Automatic Speech Recognition Multimodal Sentiment Analysis +1

Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation

no code implementations7 Jun 2021 Gaode Chen, Xinghua Zhang, Yanyan Zhao, Cong Xue, Ji Xiang

Meanwhile, an ingenious graph is proposed to enhance the interactivity between items in user's behavior sequence, which can capture both global and local item features.

Sequential Recommendation

Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification

no code implementations17 Apr 2021 Jianhua Yuan, Yanyan Zhao, Bing Qin, Ting Liu

To this end, we propose the BertMasker network which explicitly masks domain-related words from texts, learns domain-invariant sentiment features from these domain-agnostic texts, and uses those masked words to form domain-aware sentence representations.

General Classification Multi-Domain Sentiment Classification +1

An Iterative Emotion Interaction Network for Emotion Recognition in Conversations

no code implementations COLING 2020 Xin Lu, Yanyan Zhao, Yang Wu, Yijian Tian, Huipeng Chen, Bing Qin

We noticed that the gold emotion labels of the context utterances can provide explicit and accurate emotion interaction, but it is impossible to input gold labels at inference time.

Emotion Recognition in Conversation Natural Language Processing

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