added README, loss

README.md

@@ -1,3 +1,23 @@
----
+!---
+language:
+  - yi
 license: bsd-2-clause
+tags:
+- flair
 ---
+
+Model for the paper:
+
+[A Part-of-Speech Tagger for Yiddish](https://arxiv.org/abs/2204.01175)
+
+Please visit https://github.com/skulick/yiddishtag for usage details
+
+```bibtext
+@article{kulick2022part,
+  title={A Part-of-Speech Tagger for Yiddish: First Steps in Tagging the Yiddish Book Center Corpus},
+  author={Kulick, Seth and Ryant, Neville and Santorini, Beatrice and Wallenberg, Joel},
+  journal={arXiv preprint arXiv:2204.01175},
+  year={2022},
+  url={https://arxiv.org/abs/2204.01175}
+}
+```

loss.tsv

@@ -0,0 +1,51 @@
+EPOCH	TIMESTAMP	LEARNING_RATE	TRAIN_LOSS	DEV_LOSS	DEV_PRECISION	DEV_RECALL	DEV_F1	DEV_ACCURACY
+1	14:23:53	0.0000	4.21414778311098	1.6606154441833496	0.7017	0.7017	0.7017	0.7017
+2	14:31:27	0.0000	1.236230191219479	0.4555579721927643	0.9132	0.9132	0.9132	0.9132
+3	14:39:02	0.0000	0.649921288465607	0.247285857796669	0.9518	0.9518	0.9518	0.9518
+4	14:47:06	0.0000	0.49171242865394643	0.18006576597690582	0.9648	0.9648	0.9648	0.9648
+5	14:55:21	0.0000	0.42244408257393484	0.15854212641716003	0.9715	0.9715	0.9715	0.9715
+6	15:02:59	0.0000	0.38888915953073067	0.1478930115699768	0.9729	0.9729	0.9729	0.9729
+7	15:10:47	0.0000	0.36700320148296955	0.14240729808807373	0.9717	0.9717	0.9717	0.9717
+8	15:18:56	0.0000	0.34955964649357035	0.13401205837726593	0.9752	0.9752	0.9752	0.9752
+9	15:27:27	0.0000	0.3329301695936556	0.14190562069416046	0.9764	0.9764	0.9764	0.9764
+10	15:35:06	0.0000	0.3320703285608999	0.1481310874223709	0.9734	0.9734	0.9734	0.9734
+11	15:43:05	0.0000	0.3201111280509732	0.16022486984729767	0.9744	0.9744	0.9744	0.9744
+12	15:50:40	0.0000	0.3146267273126732	0.17038877308368683	0.9764	0.9764	0.9764	0.9764
+13	15:58:16	0.0000	0.3056304733563553	0.16180633008480072	0.9766	0.9766	0.9766	0.9766
+14	16:06:46	0.0000	0.2946385615949501	0.1961415857076645	0.9729	0.9729	0.9729	0.9729
+15	16:15:05	0.0000	0.29707305155274893	0.21415923535823822	0.9737	0.9737	0.9737	0.9737
+16	16:23:13	0.0000	0.28580348285942486	0.17488490045070648	0.9764	0.9764	0.9764	0.9764
+17	16:30:47	0.0000	0.28452900538217474	0.1961992233991623	0.9764	0.9764	0.9764	0.9764
+18	16:38:27	0.0000	0.286532418628909	0.18113288283348083	0.9781	0.9781	0.9781	0.9781
+19	16:46:56	0.0000	0.2808003542003455	0.2043328434228897	0.9793	0.9793	0.9793	0.9793
+20	16:55:58	0.0000	0.28836057751744903	0.17976026237010956	0.9798	0.9798	0.9798	0.9798
+21	17:03:34	0.0000	0.276102740426533	0.20532046258449554	0.9808	0.9808	0.9808	0.9808
+22	17:11:12	0.0000	0.27382087732996463	0.20975473523139954	0.9771	0.9771	0.9771	0.9771
+23	17:18:46	0.0000	0.27393156456791734	0.21456189453601837	0.9796	0.9796	0.9796	0.9796
+24	17:26:20	0.0000	0.2696315985537938	0.21408958733081818	0.9788	0.9788	0.9788	0.9788
+25	17:34:18	0.0000	0.2604978712176271	0.20778048038482666	0.9801	0.9801	0.9801	0.9801
+26	17:42:35	0.0000	0.2631420220409018	0.22401468455791473	0.9786	0.9786	0.9786	0.9786
+27	17:50:17	0.0000	0.2655839982462426	0.2324327975511551	0.9771	0.9771	0.9771	0.9771
+28	17:57:50	0.0000	0.2628011544988305	0.21640333533287048	0.9803	0.9803	0.9803	0.9803
+29	18:05:23	0.0000	0.26550006090015277	0.24248327314853668	0.9796	0.9796	0.9796	0.9796
+30	18:14:03	0.0000	0.2652689226998264	0.23393450677394867	0.9776	0.9776	0.9776	0.9776
+31	18:21:37	0.0000	0.25939785844109664	0.22774212062358856	0.9788	0.9788	0.9788	0.9788
+32	18:29:23	0.0000	0.2645543534505578	0.22920973598957062	0.9793	0.9793	0.9793	0.9793
+33	18:37:33	0.0000	0.255237703400159	0.23627179861068726	0.9791	0.9791	0.9791	0.9791
+34	18:45:06	0.0000	0.2595120500430324	0.23955273628234863	0.9796	0.9796	0.9796	0.9796
+35	18:52:39	0.0000	0.2611494515697348	0.24450713396072388	0.9791	0.9791	0.9791	0.9791
+36	19:00:48	0.0000	0.25360077463430586	0.2530966103076935	0.9788	0.9788	0.9788	0.9788
+37	19:08:22	0.0000	0.26495934852662506	0.2624962031841278	0.9781	0.9781	0.9781	0.9781
+38	19:15:52	0.0000	0.25416150340144184	0.24244999885559082	0.9788	0.9788	0.9788	0.9788
+39	19:23:23	0.0000	0.257929350459372	0.24615894258022308	0.9798	0.9798	0.9798	0.9798
+40	19:30:54	0.0000	0.25402286565305776	0.2575598359107971	0.9791	0.9791	0.9791	0.9791
+41	19:38:24	0.0000	0.2508873656720227	0.25127604603767395	0.9786	0.9786	0.9786	0.9786
+42	19:45:54	0.0000	0.2584042182083517	0.2509002983570099	0.9776	0.9776	0.9776	0.9776
+43	19:53:27	0.0000	0.2535730162199338	0.25337928533554077	0.9784	0.9784	0.9784	0.9784
+44	20:01:00	0.0000	0.24615347105615198	0.25915977358818054	0.9784	0.9784	0.9784	0.9784
+45	20:08:32	0.0000	0.2502548443814474	0.2550533413887024	0.9788	0.9788	0.9788	0.9788
+46	20:16:06	0.0000	0.24752661908553505	0.2502936124801636	0.9796	0.9796	0.9796	0.9796
+47	20:23:38	0.0000	0.25003396999949856	0.25260353088378906	0.9788	0.9788	0.9788	0.9788
+48	20:31:11	0.0000	0.2562181207417887	0.2517630159854889	0.9793	0.9793	0.9793	0.9793
+49	20:38:45	0.0000	0.2479874323703076	0.25181668996810913	0.9786	0.9786	0.9786	0.9786
+50	20:46:19	0.0000	0.2503007775652108	0.2513697147369385	0.9784	0.9784	0.9784	0.9784