Ireland news headlines — year prediction

Predict the year Start Date: 1996-01-01 End Date: 2019-12-31 [ver. 1.0.1]

# submitter when ver. description dev-0 MAE dev-0 RMSE test-A MAE test-A RMSE
7 kubapok 2021-12-29 11:34 1.0.1 hf_roberta_base_classification 3.55735 5.31859 3.56176 5.31953
5 kubapok 2021-12-28 11:07 1.0.1 hf roberta (linear top layer by hand instead of hf) with learning scheaduler) 3.52140 4.61483 3.52460 4.60853
3 kubapok 2021-12-24 14:03 1.0.1 hf roberta (linear top layer by hand instead of hf) 3.41626 4.54995 3.41625 4.54254
4 kubapok 2021-12-23 09:22 1.0.1 hfroberta lrelu epoch5 reduction sum lr=1e-6 BS=50 3.45860 4.55261 3.45872 4.54797
1 kubapok 2021-11-12 15:30 1.0.1 roberta from scratch regressor head fairseq 12 eopch bs=25 3.36728 4.52543 3.35951 4.51179
2 kubapok 2021-09-19 09:45 1.0.0 roberta regressor head fairseq 12 eopch bs=25 roberta 3.39199 4.55000 3.38758 4.53676
6 kubapok 2021-09-18 12:20 1.0.0 roberta regressor head fairseq 1 eopch fairseq roberta 3.71119 4.82144 3.72029 4.81847
8 kubapok 2021-09-17 19:12 1.0.0 tfidf linear regression linear-regression tf-idf 4.27381 5.33296 4.27185 5.32491
9 kubapok 2021-09-17 07:37 1.0.0 mean from train baseline 5.81244 6.76786 5.80722 6.76426