Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach
本篇是遷移學習專欄介紹的第十四篇論文，由Yoshua Bengio領導完成發表在ICML2011上，引用量超1000+的論文，算是domain adaptation發表較早的論文。 Abstract 在線評論online reviews和推薦recommendations的指數增長使得情感分類成爲學術和工業研究中一個有趣的話題。評審可以跨越許多不同的領域，因此很難爲所有這些領域收集帶註釋的訓練數據
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相關文章
- 1. 2017acl---Active Sentiment Domain Adaptation筆記
- 2. Deep CORAL: Correlation Alignment for Deep Domain Adaptation（2016）
- 3. Deep visual domain adaptation: A survey
- 4. 『 DSSM』A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems
- 5. Domain Adaptation for Object Recognition: An Unsupervised Approach
- 6. A DIRT-T APPROACH TO UNSUPERVISED DOMAIN ADAPTATION
- 7. A Discriminative Feature Learning Approach for Deep Face Recognition
- 8. A Deep Learning Approach for Structural Singal Recovery
- 9. Deep CORAL: Correlation Alignment for Deep Domain Adaptation
- 10. 《Deep learning for time series classification a review》筆記