Search Results for author: Yinhao Bai

Found 5 papers, 5 papers with code

BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction

1 code implementation11 Jun 2024 Yinhao Bai, Yalan Xie, Xiaoyi Liu, Yuhua Zhao, Zhixin Han, Mengting Hu, Hang Gao, Renhong Cheng

To tackle this issue, we further propose a Broadview Soft Prompting (BvSP) method that aggregates multiple templates with a broader view by taking into account the correlation between the different templates.

Language Modeling Language Modelling +1

Coreference Graph Guidance for Mind-Map Generation

1 code implementation19 Dec 2023 Zhuowei Zhang, Mengting Hu, Yinhao Bai, Zhen Zhang

Then we employ a coreference graph encoder to mine the potential governing relations between sentences.

Contrastive Learning

Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation

1 code implementation19 Oct 2022 Mengting Hu, Yike Wu, Hang Gao, Yinhao Bai, Shiwan Zhao

By fine-tuning the pre-trained language model with these template orders, our approach improves the performance of quad prediction, and outperforms state-of-the-art methods significantly in low-resource settings.

Aspect-Based Sentiment Analysis (ABSA) Data Augmentation +3

Classical Sequence Match is a Competitive Few-Shot One-Class Learner

1 code implementation COLING 2022 Mengting Hu, Hang Gao, Yinhao Bai, Mingming Liu

Nowadays, transformer-based models gradually become the default choice for artificial intelligence pioneers.

Meta-Learning

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