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Jiang Dazhi

2 accepted papers

2024

Feature Structure Matching for Multi-source Sentiment Analysis with Efficient Adaptive Tuning

COLING 2024main

Recently, fine-tuning the large pre-trained language models on the labeled sentiment dataset achieves appealing performance. However, the obtained model may not generalize well to the other domains due to the domain shift, and it is expensive to update the entire parameters within the large models.…

2024

When Generative Adversarial Networks Meet Sequence Labeling Challenges

EMNLP 2024main

The current framework for sequence labeling encompasses a feature extractor and a sequence tagger. This study introduces a unified framework named SLGAN, which harnesses the capabilities of Generative Adversarial Networks to address the challenges associated with Sequence Labeling tasks. SLGAN not o…