1.  Frustratingly Easy Domain Adaptation Hal Daume III

2. Domain Adaptation Document Classifier

3. Symbolism Features/Data General SourceTarget

4. Baselines: SrcOnly Features

5. Baselines: TgtOnly Features

6. Baselines: All Data

7. Baselines: Weighted Data

8. Baselines: PRED Label SrcOnly

9. Baselines: LinInt Label αβ SrcOnly TgtOnly

10. Baselines: Prior SrcOnly Chelba & Acero, 2004 Prior on Feature Weights

11. Baselines: Prior SrcOnly Chelba & Acero, 2004 Prior on Feature Weights

12. Baselines: Complex Daume and Marcu, 2006 Model 1 Model 2 Model 3

13. Daume (2009) Features Works only when the TgtOnly > SrcOnly

14. The word “bush” being the current position The pattern “Aa+” being the current position Analysis