Chao Xing 2016-04-18
1. Review DSSM work group's work during last four years.
2. Code done DSSM model including : DNN-DSSM, CNN-DSSM.
3. Test for DNN-DSSM performance same to dongxu's experiments set.
- Get the results for test dataset : 60%, and train dataset : 77% results
4. Code for mixture data version DNN-DSSM.
1. Test for mixture-DNN-DSSM.
2. Code compare with :
- 1. DNN-DSSM target on cosine distance (same to their papers. Just consider positive sample).
- 2. DNN-DSSM target on negative sample max margin.
- 3. DNN-DSSM target on triplet max margin (consider both positive sample & negative sample).
- 4. Compare both DNN, CNN, RNN model target on different cost function above.
3. Test for 9 model above.