diff --git a/scores_expes/220622_conllu_10e-0.tsv b/scores_expes/220622_conllu_10e-0.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..8414370029fca110f52a378265dd779bfd51f6e7
--- /dev/null
+++ b/scores_expes/220622_conllu_10e-0.tsv
@@ -0,0 +1,39 @@
+Model	Fine-tuning	Test	Precision	Recall	F1
+fra.sdrt.annodis	n/a	fra.sdrt.annodis	86.85	88.67	87.75
+fra.sdrt.annodis	n/a	deu.rst.pcc	72.96	97.28	83.38
+fra.sdrt.annodis	n/a	eng.sdrt.stac	94.42	89.72	92.01
+fra.sdrt.annodis	n/a	eus.rst.ert	56.98	87.7	69.08
+fra.sdrt.annodis	n/a	fas.rst.prstc	79.5	86.27	82.75
+deu.rst.pcc	n/a	deu.rst.pcc	95.62	96.6	96.11
+deu.rst.pcc	n/a	rus.rst.rrt	69.38	77.88	73.38
+deu.rst.pcc	n/a	zho.rst.sctb	54.76	95.83	69.69
+deu.rst.pcc	n/a	eng.sdrt.stac	98.34	88.17	92.97
+deu.rst.pcc	n/a	eus.rst.ert	77.85	79.32	78.58
+deu.rst.pcc	n/a	fas.rst.prstc	91.57	68.06	78.08
+deu.rst.pcc	n/a	fra.sdrt.annodis	86.00	66.67	75.11
+deu.rst.pcc	n/a	nld.rst.nldt	92.55	88.17	90.3
+deu.rst.pcc	n/a	spa.rst.rststb	71.31	91.3	80.08
+deu.rst.pcc	n/a	por.rst.cstn	82.44	70.59	76.06
+eus.rst.ert	n/a	deu.rst.pcc	87.06	91.5	89.22
+eus.rst.ert	n/a	eng.sdrt.stac	99.05	87.2	92.75
+eus.rst.ert	n/a	eus.rst.ert	90.06	83.24	86.52
+eus.rst.ert	n/a	fas.rst.prstc	85.34	68.66	76.1
+fas.rst.prstc	n/a	deu.rst.pcc	81.55	93.2	86.98
+fas.rst.prstc	n/a	eng.sdrt.stac	98.76	87.46	92.77
+fas.rst.prstc	n/a	eus.rst.ert	74.49	79.32	76.83
+fas.rst.prstc	n/a	fas.rst.prstc	92.38	92.24	92.31
+deu.rst.pcc	deu.rst.pcc	deu.rst.pcc	95.88	94.89	95.38
+deu.rst.pcc	eus.rst.ert	deu.rst.pcc	98.58	94.56	96.53
+deu.rst.pcc	fas.rst.prstc	deu.rst.pcc	94.65	96.26	95.45
+deu.rst.pcc	fra.sdrt.annodis	deu.rst.pcc	96.86	94.56	95.7
+eng.sdrt.stac	deu.rst.pcc	eng.sdrt.stac	94.69	95.67	95.17
+eng.sdrt.stac	eus.rst.ert	eng.sdrt.stac	96.46	93.47	94.94
+eng.sdrt.stac	fas.rst.prstc	eng.sdrt.stac	96.41	94.05	95.22
+eng.sdrt.stac	fra.sdrt.annodis	eng.sdrt.stac	96.82	94.51	95.65
+eus.rst.ert	deu.rst.pcc	eus.rst.ert	90.62	82.3	86.26
+eus.rst.ert	eus.rst.ert	eus.rst.ert	87.31	86.49	86.9
+eus.rst.ert	fas.rst.prstc	eus.rst.ert	89.55	81.08	85.11
+eus.rst.ert	fra.sdrt.annodis	eus.rst.ert	92.53	82.03	86.96
+fas.rst.prstc	deu.rst.pcc	fas.rst.prstc	88.94	93.73	91.28
+fas.rst.prstc	eus.rst.ert	fas.rst.prstc	93.05	91.94	92.49
+fas.rst.prstc	fas.rst.prstc	fas.rst.prstc	93.8	90.3	92.02
diff --git a/scores_expes/220622_conllu_10e-1.tsv b/scores_expes/220622_conllu_10e-1.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..1adee7479c8e2a2b5456f7a6c24073ada3009fed
--- /dev/null
+++ b/scores_expes/220622_conllu_10e-1.tsv
@@ -0,0 +1,83 @@
+Model	Fine-tuning	Test	Precision	Recall	F1
+fra.sdrt.annodis	n/a	zho.rst.sctb	41.56	95.24	57.87
+fra.sdrt.annodis	n/a	fra.sdrt.annodis	86.85	88.67	87.75
+fra.sdrt.annodis	n/a	deu.rst.pcc	72.96	97.28	83.38
+fra.sdrt.annodis	n/a	eng.sdrt.stac	94.42	89.72	92.01
+fra.sdrt.annodis	n/a	eus.rst.ert	56.98	87.7	69.08
+fra.sdrt.annodis	n/a	fas.rst.prstc	79.5	86.27	82.75
+fra.sdrt.annodis	n/a	eng.rst.rstdt	72.61	73.22	72.92
+fra.sdrt.annodis	n/a	nld.rst.nldt	78.96	94.38	85.98
+fra.sdrt.annodis	n/a	por.rst.cstn	74.41	92.16	82.34
+fra.sdrt.annodis	n/a	spa.rst.rststb	55.03	95.22	69.75
+fra.sdrt.annodis	n/a	spa.rst.sctb	45.0	91.07	60.24
+deu.rst.pcc	n/a	eng.rst.rstdt	85.42	57.46	68.71
+deu.rst.pcc	n/a	deu.rst.pcc	95.62	96.6	96.11
+deu.rst.pcc	n/a	rus.rst.rrt	69.38	77.88	73.38
+deu.rst.pcc	n/a	zho.rst.sctb	54.76	95.83	69.69
+deu.rst.pcc	n/a	eng.sdrt.stac	98.34	88.17	92.97
+deu.rst.pcc	n/a	eus.rst.ert	77.85	79.32	78.58
+deu.rst.pcc	n/a	fas.rst.prstc	91.57	68.06	78.08
+deu.rst.pcc	n/a	fra.sdrt.annodis	86.00	66.67	75.11
+deu.rst.pcc	n/a	nld.rst.nldt	92.55	88.17	90.3
+deu.rst.pcc	n/a	spa.rst.rststb	71.31	91.3	80.08
+deu.rst.pcc	n/a	por.rst.cstn	82.44	70.59	76.06
+deu.rst.pcc	n/a	spa.rst.sctb	56.57	92.25	70.14
+eus.rst.ert	n/a	deu.rst.pcc	87.06	91.5	89.22
+eus.rst.ert	n/a	eng.sdrt.stac	99.05	87.2	92.75
+eus.rst.ert	n/a	eus.rst.ert	90.06	83.24	86.52
+eus.rst.ert	n/a	fas.rst.prstc	85.34	68.66	76.1
+eus.rst.ert	n/a	eng.rst.rstdt	92.64	51.53	66.23
+eus.rst.ert	n/a	fra.sdrt.annodis	88.59	52.75	66.13
+eus.rst.ert	n/a	nld.rst.nldt	94.12	85.21	89.44
+eus.rst.ert	n/a	por.rst.cstn	94.57	56.86	71.02
+eus.rst.ert	n/a	spa.rst.rststb	87.47	80.43	83.81
+eus.rst.ert	n/a	spa.rst.sctb	83.97	77.98	80.86
+eus.rst.ert	n/a	zho.rst.sctb	62.81	90.48	74.15
+fas.rst.prstc	n/a	deu.rst.pcc	81.55	93.2	86.98
+fas.rst.prstc	n/a	eng.sdrt.stac	98.76	87.46	92.77
+fas.rst.prstc	n/a	eus.rst.ert	74.49	79.32	76.83
+fas.rst.prstc	n/a	fas.rst.prstc	92.38	92.24	92.31
+fas.rst.prstc	n/a	eng.rst.rstdt	91.0	68.5	78.16
+fas.rst.prstc	n/a	fra.sdrt.annodis	87.07	61.0	71.74
+fas.rst.prstc	n/a	nld.rst.nldt	87.11	92.01	89.5
+fas.rst.prstc	n/a	por.rst.cstn	92.83	71.89	81.03
+fas.rst.prstc	n/a	spa.rst.rststb	69.06	87.83	77.32
+fas.rst.prstc	n/a	spa.rst.sctb	61.97	86.31	72.14
+fas.rst.prstc	n/a	zho.rst.sctb	55.90	95.83	70.61
+deu.rst.pcc	deu.rst.pcc	deu.rst.pcc	95.88	94.89	95.38
+deu.rst.pcc	eus.rst.ert	deu.rst.pcc	98.58	94.56	96.53
+deu.rst.pcc	fas.rst.prstc	deu.rst.pcc	94.65	96.26	95.45
+deu.rst.pcc	fra.sdrt.annodis	deu.rst.pcc	96.86	94.56	95.7
+eng.sdrt.stac	deu.rst.pcc	eng.sdrt.stac	94.69	95.67	95.17
+eng.sdrt.stac	eus.rst.ert	eng.sdrt.stac	96.46	93.47	94.94
+eng.sdrt.stac	fas.rst.prstc	eng.sdrt.stac	96.41	94.05	95.22
+eng.sdrt.stac	fra.sdrt.annodis	eng.sdrt.stac	96.82	94.51	95.65
+eus.rst.ert	deu.rst.pcc	eus.rst.ert	90.62	82.3	86.26
+eus.rst.ert	eus.rst.ert	eus.rst.ert	87.31	86.49	86.9
+eus.rst.ert	fas.rst.prstc	eus.rst.ert	89.55	81.08	85.11
+eus.rst.ert	fra.sdrt.annodis	eus.rst.ert	92.53	82.03	86.96
+fas.rst.prstc	deu.rst.pcc	fas.rst.prstc	88.94	93.73	91.28
+fas.rst.prstc	eus.rst.ert	fas.rst.prstc	93.05	91.94	92.49
+fas.rst.prstc	fas.rst.prstc	fas.rst.prstc	93.8	90.3	92.02
+eng.sdrt.stac	n/a	deu.rst.pcc	91.11	83.67	87.22
+eng.sdrt.stac	n/a	eng.sdrt.stac	95.93	96.06	95.99
+eng.sdrt.stac	n/a	eng.rst.rstdt	86.87	53.58	66.28
+eng.sdrt.stac	n/a	eus.rst.ert	71.67	73.50	72.58
+eng.sdrt.stac	n/a	fas.rst.prstc	77.35	71.34	74.22
+eng.sdrt.stac	n/a	fra.sdrt.annodis	86.86	52.43	65.39
+eng.sdrt.stac	n/a	nld.rst.nldt	93.2	81.07	86.71
+eng.sdrt.stac	n/a	por.rst.cstn	78.21	59.8	67.78
+eng.sdrt.stac	n/a	spa.rst.rststb	76.8	81.3	78.99
+eng.sdrt.stac	n/a	spa.rst.sctb	69.39	80.95	74.72
+eng.sdrt.stac	n/a	zho.rst.sctb	59.21	89.88	71.39
+nld.rst.nldt	n/a	deu.rst.pcc	92.23	92.86	92.54
+nld.rst.nldt	n/a	eng.sdrt.stac	94.13	90.24	92.15
+nld.rst.nldt	n/a	eng.rst.rstdt	92.82	58.98	72.14
+nld.rst.nldt	n/a	eus.rst.ert	82.96	70.41	76.17
+nld.rst.nldt	n/a	fas.rst.prstc	89.69	74.03	81.11
+nld.rst.nldt	n/a	fra.sdrt.annodis	85.65	59.87	70.48
+nld.rst.nldt	n/a	nld.rst.nldt	95.25	94.97	95.11
+nld.rst.nldt	n/a	por.rst.cstn	96.17	65.69	78.06
+nld.rst.nldt	n/a	spa.rst.rststb	82.11	89.78	85.77
+nld.rst.nldt	n/a	spa.rst.sctb	73.1	85.71	78.9
+nld.rst.nldt	n/a	zho.rst.sctb	53.42	92.86	67.83
diff --git a/scores_expes/220622_conllu_4e-0.tsv b/scores_expes/220622_conllu_4e-0.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..9c3e1b9cc73a4e43425826445e4a878c8a5077db
--- /dev/null
+++ b/scores_expes/220622_conllu_4e-0.tsv
@@ -0,0 +1,149 @@
+Model	Fine-tuning	Test	Precision	Recall	F1
+fra.sdrt.annodis	n/a	zho.rst.sctb	41.56	95.24	57.87
+fra.sdrt.annodis	n/a	fra.sdrt.annodis	86.85	88.67	87.75
+fra.sdrt.annodis	n/a	deu.rst.pcc	72.96	97.28	83.38
+fra.sdrt.annodis	n/a	eng.sdrt.stac	94.42	89.72	92.01
+fra.sdrt.annodis	n/a	eus.rst.ert	56.98	87.7	69.08
+fra.sdrt.annodis	n/a	fas.rst.prstc	79.5	86.27	82.75
+fra.sdrt.annodis	n/a	eng.rst.rstdt	72.61	73.22	72.92
+fra.sdrt.annodis	n/a	nld.rst.nldt	78.96	94.38	85.98
+fra.sdrt.annodis	n/a	por.rst.cstn	74.41	92.16	82.34
+fra.sdrt.annodis	n/a	spa.rst.rststb	55.03	95.22	69.75
+fra.sdrt.annodis	n/a	spa.rst.sctb	45.0	91.07	60.24
+deu.rst.pcc	n/a	eng.rst.rstdt	85.42	57.46	68.71
+deu.rst.pcc	n/a	deu.rst.pcc	95.62	96.6	96.11
+deu.rst.pcc	n/a	rus.rst.rrt	69.38	77.88	73.38
+deu.rst.pcc	n/a	zho.rst.sctb	54.76	95.83	69.69
+deu.rst.pcc	n/a	eng.sdrt.stac	98.34	88.17	92.97
+deu.rst.pcc	n/a	eus.rst.ert	77.85	79.32	78.58
+deu.rst.pcc	n/a	fas.rst.prstc	91.57	68.06	78.08
+deu.rst.pcc	n/a	fra.sdrt.annodis	86.00	66.67	75.11
+deu.rst.pcc	n/a	nld.rst.nldt	92.55	88.17	90.3
+deu.rst.pcc	n/a	spa.rst.rststb	71.31	91.3	80.08
+deu.rst.pcc	n/a	por.rst.cstn	82.44	70.59	76.06
+deu.rst.pcc	n/a	spa.rst.sctb	56.57	92.25	70.14
+eus.rst.ert	n/a	deu.rst.pcc	87.06	91.5	89.22
+eus.rst.ert	n/a	eng.sdrt.stac	99.05	87.2	92.75
+eus.rst.ert	n/a	eus.rst.ert	90.06	83.24	86.52
+eus.rst.ert	n/a	fas.rst.prstc	85.34	68.66	76.1
+eus.rst.ert	n/a	eng.rst.rstdt	92.64	51.53	66.23
+eus.rst.ert	n/a	fra.sdrt.annodis	88.59	52.75	66.13
+eus.rst.ert	n/a	nld.rst.nldt	94.12	85.21	89.44
+eus.rst.ert	n/a	por.rst.cstn	94.57	56.86	71.02
+eus.rst.ert	n/a	spa.rst.rststb	87.47	80.43	83.81
+eus.rst.ert	n/a	spa.rst.sctb	83.97	77.98	80.86
+eus.rst.ert	n/a	zho.rst.sctb	62.81	90.48	74.15
+fas.rst.prstc	n/a	deu.rst.pcc	81.55	93.2	86.98
+fas.rst.prstc	n/a	eng.sdrt.stac	98.76	87.46	92.77
+fas.rst.prstc	n/a	eus.rst.ert	74.49	79.32	76.83
+fas.rst.prstc	n/a	fas.rst.prstc	92.38	92.24	92.31
+fas.rst.prstc	n/a	eng.rst.rstdt	91.0	68.5	78.16
+fas.rst.prstc	n/a	fra.sdrt.annodis	87.07	61.0	71.74
+fas.rst.prstc	n/a	nld.rst.nldt	87.11	92.01	89.5
+fas.rst.prstc	n/a	por.rst.cstn	92.83	71.89	81.03
+fas.rst.prstc	n/a	spa.rst.rststb	69.06	87.83	77.32
+fas.rst.prstc	n/a	spa.rst.sctb	61.97	86.31	72.14
+fas.rst.prstc	n/a	zho.rst.sctb	55.90	95.83	70.61
+deu.rst.pcc	deu.rst.pcc	deu.rst.pcc	95.88	94.89	95.38
+deu.rst.pcc	eus.rst.ert	deu.rst.pcc	98.58	94.56	96.53
+deu.rst.pcc	fas.rst.prstc	deu.rst.pcc	94.65	96.26	95.45
+deu.rst.pcc	fra.sdrt.annodis	deu.rst.pcc	96.86	94.56	95.7
+eng.sdrt.stac	deu.rst.pcc	eng.sdrt.stac	94.69	95.67	95.17
+eng.sdrt.stac	eus.rst.ert	eng.sdrt.stac	96.46	93.47	94.94
+eng.sdrt.stac	fas.rst.prstc	eng.sdrt.stac	96.41	94.05	95.22
+eng.sdrt.stac	fra.sdrt.annodis	eng.sdrt.stac	96.82	94.51	95.65
+eus.rst.ert	deu.rst.pcc	eus.rst.ert	90.62	82.3	86.26
+eus.rst.ert	eus.rst.ert	eus.rst.ert	87.31	86.49	86.9
+eus.rst.ert	fas.rst.prstc	eus.rst.ert	89.55	81.08	85.11
+eus.rst.ert	fra.sdrt.annodis	eus.rst.ert	92.53	82.03	86.96
+fas.rst.prstc	deu.rst.pcc	fas.rst.prstc	88.94	93.73	91.28
+fas.rst.prstc	eus.rst.ert	fas.rst.prstc	93.05	91.94	92.49
+fas.rst.prstc	fas.rst.prstc	fas.rst.prstc	93.8	90.3	92.02
+eng.sdrt.stac	n/a	deu.rst.pcc	91.11	83.67	87.22
+eng.sdrt.stac	n/a	eng.sdrt.stac	95.93	96.06	95.99
+eng.sdrt.stac	n/a	eng.rst.rstdt	86.87	53.58	66.28
+eng.sdrt.stac	n/a	eus.rst.ert	71.67	73.50	72.58
+eng.sdrt.stac	n/a	fas.rst.prstc	77.35	71.34	74.22
+eng.sdrt.stac	n/a	fra.sdrt.annodis	86.86	52.43	65.39
+eng.sdrt.stac	n/a	nld.rst.nldt	93.2	81.07	86.71
+eng.sdrt.stac	n/a	por.rst.cstn	78.21	59.8	67.78
+eng.sdrt.stac	n/a	spa.rst.rststb	76.8	81.3	78.99
+eng.sdrt.stac	n/a	spa.rst.sctb	69.39	80.95	74.72
+eng.sdrt.stac	n/a	zho.rst.sctb	59.21	89.88	71.39
+eng0	n/a	deu.rst.pcc	70.57	96.26	81.44
+eng0	n/a	eng.sdrt.stac	93.16	95.99	94.56
+eng0	n/a	eng.rst.rstdt	92.06	97.91	94.89
+eng0	n/a	eus.rst.ert	57.46	88.51	69.67
+eng0	n/a	fas.rst.prstc	71.2	94.48	81.21
+eng0	n/a	fra.sdrt.annodis	76.01	78.96	77.46
+eng0	n/a	nld.rst.nldt	75.0	96.75	84.5
+eng0	n/a	por.rst.cstn	77.03	95.42	85.26
+eng0	n/a	spa.rst.rststb	46.08	98.7	62.83
+eng0	n/a	spa.rst.sctb	40.94	97.02	57.59
+eng0	n/a	zho.rst.sctb	44.05	97.02	60.58
+nld.rst.nldt	n/a	deu.rst.pcc	92.23	92.86	92.54
+nld.rst.nldt	n/a	eng.sdrt.stac	94.13	90.24	92.15
+nld.rst.nldt	n/a	eng.rst.rstdt	92.82	58.98	72.14
+nld.rst.nldt	n/a	eus.rst.ert	82.96	70.41	76.17
+nld.rst.nldt	n/a	fas.rst.prstc	89.69	74.03	81.11
+nld.rst.nldt	n/a	fra.sdrt.annodis	85.65	59.87	70.48
+nld.rst.nldt	n/a	nld.rst.nldt	95.25	94.97	95.11
+nld.rst.nldt	n/a	por.rst.cstn	96.17	65.69	78.06
+nld.rst.nldt	n/a	spa.rst.rststb	82.11	89.78	85.77
+nld.rst.nldt	n/a	spa.rst.sctb	73.1	85.71	78.9
+nld.rst.nldt	n/a	zho.rst.sctb	53.42	92.86	67.83
+por.rst.cstn	n/a	deu.rst.pcc	79.39	96.94	87.29
+por.rst.cstn	n/a	eng.sdrt.stac	97.17	88.88	92.84
+por.rst.cstn	n/a	eng.rst.rstdt	83.1	75.02	78.85
+por.rst.cstn	n/a	eus.rst.ert	64.13	79.73	71.08
+por.rst.cstn	n/a	fas.rst.prstc	82.71	88.51	85.50
+por.rst.cstn	n/a	fra.sdrt.annodis	83.16	75.89	79.36
+por.rst.cstn	n/a	nld.rst.nldt	86.81	93.49	90.03
+por.rst.cstn	n/a	por.rst.cstn	92.36	94.77	93.55
+por.rst.cstn	n/a	spa.rst.rststb	58.37	95.43	72.44
+por.rst.cstn	n/a	spa.rst.sctb	48.44	92.25	63.51
+por.rst.cstn	n/a	zho.rst.sctb	42.12	97.02	58.74
+spa.rst.rststb	n/a	deu.rst.pcc	99.19	83.67	90.77
+spa.rst.rststb	n/a	eng.sdrt.stac	96.87	79.9	87.57
+spa.rst.rststb	n/a	eng.rst.rstdt	98.05	51.35	67.41
+spa.rst.rststb	n/a	eus.rst.ert	94.61	64.05	76.39
+spa.rst.rststb	n/a	fas.rst.prstc	96.97	57.31	72.05
+spa.rst.rststb	n/a	fra.sdrt.annodis	90.48	46.12	61.09
+spa.rst.rststb	n/a	nld.rst.nldt	98.61	84.61	91.08
+spa.rst.rststb	n/a	por.rst.cstn	98.31	56.86	72.05
+spa.rst.rststb	n/a	spa.rst.rststb	92.96	86.09	89.39
+spa.rst.rststb	n/a	spa.rst.sctb	87.2	85.11	86.14
+spa.rst.rststb	n/a	zho.rst.sctb	71.28	85.71	77.84
+spa.rst.sctb	n/a	deu.rst.pcc	99.59	81.63	89.72
+spa.rst.sctb	n/a	eng.sdrt.stac	99.46	83.65	90.86
+spa.rst.sctb	n/a	eng.rst.rstdt	95.85	47.31	63.36
+spa.rst.sctb	n/a	eus.rst.ert	93.11	63.92	75.8
+spa.rst.sctb	n/a	fas.rst.prstc	98.22	57.91	72.86
+spa.rst.sctb	n/a	fra.sdrt.annodis	89.47	46.76	61.41
+spa.rst.sctb	n/a	nld.rst.nldt	98.24	82.54	89.71
+spa.rst.sctb	n/a	por.rst.cstn	98.24	54.58	70.17
+spa.rst.sctb	n/a	spa.rst.rststb	91.39	83.04	87.02
+spa.rst.sctb	n/a	spa.rst.sctb	87.58	83.93	85.71
+spa.rst.sctb	n/a	zho.rst.sctb	70.53	86.9	77.86
+zho.rst.sctb	n/a	deu.rst.pcc	100.0	73.81	84.93
+zho.rst.sctb	n/a	eng.sdrt.stac	99.7	86.55	92.66
+zho.rst.sctb	n/a	eng.rst.rstdt	100.0	41.3	58.46
+zho.rst.sctb	n/a	eus.rst.ert	94.38	56.76	70.89
+zho.rst.sctb	n/a	fas.rst.prstc	99.64	41.33	58.44
+zho.rst.sctb	n/a	fra.sdrt.annodis	87.8	36.08	51.15
+zho.rst.sctb	n/a	nld.rst.nldt	100.0	73.08	84.44
+zho.rst.sctb	n/a	por.rst.cstn	100.0	45.75	62.78
+zho.rst.sctb	n/a	spa.rst.rststb	98.11	67.61	80.05
+zho.rst.sctb	n/a	spa.rst.sctb	94.31	69.05	79.73
+zho.rst.sctb	n/a	zho.rst.sctb	89.19	78.57	83.54
+deu	n/a	deu.rst.pcc	98.92	93.2	95.97
+deu	n/a	eng.sdrt.stac	97.66	89.2	93.24
+deu	n/a	eng.rst.rstdt	92.53	56.48	70.14
+deu	n/a	eus.rst.ert	83.59	74.32	78.68
+deu	n/a	fas.rst.prstc	95.55	70.45	81.10
+deu	n/a	fra.sdrt.annodis	86.76	59.39	70.50
+deu	n/a	nld.rst.nldt	96.92	93.2	95.02
+deu	n/a	por.rst.cstn	89.57	67.32	76.87
+deu	n/a	spa.rst.rststb	77.53	93.04	84.58
+deu	n/a	spa.rst.sctb	70.72	93.45	80.51
+deu	n/a	zho.rst.sctb	60.23	94.64	73.61
diff --git a/scores_expes/220622_conllu_4e-1.tsv b/scores_expes/220622_conllu_4e-1.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..23fbadb7b2c86ae48fa21dcd31a99d1420a93fd1
--- /dev/null
+++ b/scores_expes/220622_conllu_4e-1.tsv
@@ -0,0 +1,149 @@
+Model	Fine-tuning	Test	Precision	Recall	F1
+fra.sdrt.annodis	n/a	zho.rst.sctb	41.56	95.24	57.87
+fra.sdrt.annodis	n/a	fra.sdrt.annodis	86.85	88.67	87.75
+fra.sdrt.annodis	n/a	deu.rst.pcc	72.96	97.28	83.38
+fra.sdrt.annodis	n/a	eng.sdrt.stac	94.42	89.72	92.01
+fra.sdrt.annodis	n/a	eus.rst.ert	56.98	87.7	69.08
+fra.sdrt.annodis	n/a	fas.rst.prstc	79.5	86.27	82.75
+fra.sdrt.annodis	n/a	eng.rst.rstdt	72.61	73.22	72.92
+fra.sdrt.annodis	n/a	nld.rst.nldt	78.96	94.38	85.98
+fra.sdrt.annodis	n/a	por.rst.cstn	74.41	92.16	82.34
+fra.sdrt.annodis	n/a	spa.rst.rststb	55.03	95.22	69.75
+fra.sdrt.annodis	n/a	spa.rst.sctb	45.0	91.07	60.24
+deu.rst.pcc	n/a	eng.rst.rstdt	85.42	57.46	68.71
+deu.rst.pcc	n/a	deu.rst.pcc	95.62	96.6	96.11
+deu.rst.pcc	n/a	rus.rst.rrt	69.38	77.88	73.38
+deu.rst.pcc	n/a	zho.rst.sctb	54.76	95.83	69.69
+deu.rst.pcc	n/a	eng.sdrt.stac	98.34	88.17	92.97
+deu.rst.pcc	n/a	eus.rst.ert	77.85	79.32	78.58
+deu.rst.pcc	n/a	fas.rst.prstc	91.57	68.06	78.08
+deu.rst.pcc	n/a	fra.sdrt.annodis	86.00	66.67	75.11
+deu.rst.pcc	n/a	nld.rst.nldt	92.55	88.17	90.3
+deu.rst.pcc	n/a	spa.rst.rststb	71.31	91.3	80.08
+deu.rst.pcc	n/a	por.rst.cstn	82.44	70.59	76.06
+deu.rst.pcc	n/a	spa.rst.sctb	56.57	92.25	70.14
+eus.rst.ert	n/a	deu.rst.pcc	87.06	91.5	89.22
+eus.rst.ert	n/a	eng.sdrt.stac	99.05	87.2	92.75
+eus.rst.ert	n/a	eus.rst.ert	90.06	83.24	86.52
+eus.rst.ert	n/a	fas.rst.prstc	85.34	68.66	76.1
+eus.rst.ert	n/a	eng.rst.rstdt	92.64	51.53	66.23
+eus.rst.ert	n/a	fra.sdrt.annodis	88.59	52.75	66.13
+eus.rst.ert	n/a	nld.rst.nldt	94.12	85.21	89.44
+eus.rst.ert	n/a	por.rst.cstn	94.57	56.86	71.02
+eus.rst.ert	n/a	spa.rst.rststb	87.47	80.43	83.81
+eus.rst.ert	n/a	spa.rst.sctb	83.97	77.98	80.86
+eus.rst.ert	n/a	zho.rst.sctb	62.81	90.48	74.15
+fas.rst.prstc	n/a	deu.rst.pcc	81.55	93.2	86.98
+fas.rst.prstc	n/a	eng.sdrt.stac	98.76	87.46	92.77
+fas.rst.prstc	n/a	eus.rst.ert	74.49	79.32	76.83
+fas.rst.prstc	n/a	fas.rst.prstc	92.38	92.24	92.31
+fas.rst.prstc	n/a	eng.rst.rstdt	91.0	68.5	78.16
+fas.rst.prstc	n/a	fra.sdrt.annodis	87.07	61.0	71.74
+fas.rst.prstc	n/a	nld.rst.nldt	87.11	92.01	89.5
+fas.rst.prstc	n/a	por.rst.cstn	92.83	71.89	81.03
+fas.rst.prstc	n/a	spa.rst.rststb	69.06	87.83	77.32
+fas.rst.prstc	n/a	spa.rst.sctb	61.97	86.31	72.14
+fas.rst.prstc	n/a	zho.rst.sctb	55.90	95.83	70.61
+deu.rst.pcc	deu.rst.pcc	deu.rst.pcc	95.88	94.89	95.38
+deu.rst.pcc	eus.rst.ert	deu.rst.pcc	98.58	94.56	96.53
+deu.rst.pcc	fas.rst.prstc	deu.rst.pcc	94.65	96.26	95.45
+deu.rst.pcc	fra.sdrt.annodis	deu.rst.pcc	96.86	94.56	95.7
+eng.sdrt.stac	deu.rst.pcc	eng.sdrt.stac	94.69	95.67	95.17
+eng.sdrt.stac	eus.rst.ert	eng.sdrt.stac	96.46	93.47	94.94
+eng.sdrt.stac	fas.rst.prstc	eng.sdrt.stac	96.41	94.05	95.22
+eng.sdrt.stac	fra.sdrt.annodis	eng.sdrt.stac	96.82	94.51	95.65
+eus.rst.ert	deu.rst.pcc	eus.rst.ert	90.62	82.3	86.26
+eus.rst.ert	eus.rst.ert	eus.rst.ert	87.31	86.49	86.9
+eus.rst.ert	fas.rst.prstc	eus.rst.ert	89.55	81.08	85.11
+eus.rst.ert	fra.sdrt.annodis	eus.rst.ert	92.53	82.03	86.96
+fas.rst.prstc	deu.rst.pcc	fas.rst.prstc	88.94	93.73	91.28
+fas.rst.prstc	eus.rst.ert	fas.rst.prstc	93.05	91.94	92.49
+fas.rst.prstc	fas.rst.prstc	fas.rst.prstc	93.8	90.3	92.02
+eng.sdrt.stac	n/a	deu.rst.pcc	91.11	83.67	87.22
+eng.sdrt.stac	n/a	eng.sdrt.stac	95.93	96.06	95.99
+eng.sdrt.stac	n/a	eng.rst.rstdt	86.87	53.58	66.28
+eng.sdrt.stac	n/a	eus.rst.ert	71.67	73.50	72.58
+eng.sdrt.stac	n/a	fas.rst.prstc	77.35	71.34	74.22
+eng.sdrt.stac	n/a	fra.sdrt.annodis	86.86	52.43	65.39
+eng.sdrt.stac	n/a	nld.rst.nldt	93.2	81.07	86.71
+eng.sdrt.stac	n/a	por.rst.cstn	78.21	59.8	67.78
+eng.sdrt.stac	n/a	spa.rst.rststb	76.8	81.3	78.99
+eng.sdrt.stac	n/a	spa.rst.sctb	69.39	80.95	74.72
+eng.sdrt.stac	n/a	zho.rst.sctb	59.21	89.88	71.39
+eng0	n/a	deu.rst.pcc	70.57	96.26	81.44
+eng0	n/a	eng.sdrt.stac	93.16	95.99	94.56
+eng0	n/a	eng.rst.rstdt	92.06	97.91	94.89
+eng0	n/a	eus.rst.ert	57.46	88.51	69.67
+eng0	n/a	fas.rst.prstc	71.2	94.48	81.21
+eng0	n/a	fra.sdrt.annodis	76.01	78.96	77.46
+eng0	n/a	nld.rst.nldt	75.0	96.75	84.5
+eng0	n/a	por.rst.cstn	77.03	95.42	85.26
+eng0	n/a	spa.rst.rststb	46.08	98.7	62.83
+eng0	n/a	spa.rst.sctb	40.94	97.02	57.59
+eng0	n/a	zho.rst.sctb	44.05	97.02	60.58
+nld.rst.nldt	n/a	deu.rst.pcc	92.23	92.86	92.54
+nld.rst.nldt	n/a	eng.sdrt.stac	94.13	90.24	92.15
+nld.rst.nldt	n/a	eng.rst.rstdt	92.82	58.98	72.14
+nld.rst.nldt	n/a	eus.rst.ert	82.96	70.41	76.17
+nld.rst.nldt	n/a	fas.rst.prstc	89.69	74.03	81.11
+nld.rst.nldt	n/a	fra.sdrt.annodis	85.65	59.87	70.48
+nld.rst.nldt	n/a	nld.rst.nldt	95.25	94.97	95.11
+nld.rst.nldt	n/a	por.rst.cstn	96.17	65.69	78.06
+nld.rst.nldt	n/a	spa.rst.rststb	82.11	89.78	85.77
+nld.rst.nldt	n/a	spa.rst.sctb	73.1	85.71	78.9
+nld.rst.nldt	n/a	zho.rst.sctb	53.42	92.86	67.83
+por.rst.cstn	n/a	deu.rst.pcc	79.39	96.94	87.29
+por.rst.cstn	n/a	eng.sdrt.stac	97.17	88.88	92.84
+por.rst.cstn	n/a	eng.rst.rstdt	83.1	75.02	78.85
+por.rst.cstn	n/a	eus.rst.ert	64.13	79.73	71.08
+por.rst.cstn	n/a	fas.rst.prstc	82.71	88.51	85.50
+por.rst.cstn	n/a	fra.sdrt.annodis	83.16	75.89	79.36
+por.rst.cstn	n/a	nld.rst.nldt	86.81	93.49	90.03
+por.rst.cstn	n/a	por.rst.cstn	92.36	94.77	93.55
+por.rst.cstn	n/a	spa.rst.rststb	58.37	95.43	72.44
+por.rst.cstn	n/a	spa.rst.sctb	48.44	92.25	63.51
+por.rst.cstn	n/a	zho.rst.sctb	42.12	97.02	58.74
+spa.rst.rststb	n/a	deu.rst.pcc	99.19	83.67	90.77
+spa.rst.rststb	n/a	eng.sdrt.stac	96.87	79.9	87.57
+spa.rst.rststb	n/a	eng.rst.rstdt	98.05	51.35	67.41
+spa.rst.rststb	n/a	eus.rst.ert	94.61	64.05	76.39
+spa.rst.rststb	n/a	fas.rst.prstc	96.97	57.31	72.05
+spa.rst.rststb	n/a	fra.sdrt.annodis	90.48	46.12	61.09
+spa.rst.rststb	n/a	nld.rst.nldt	98.61	84.61	91.08
+spa.rst.rststb	n/a	por.rst.cstn	98.31	56.86	72.05
+spa.rst.rststb	n/a	spa.rst.rststb	92.96	86.09	89.39
+spa.rst.rststb	n/a	spa.rst.sctb	87.2	85.11	86.14
+spa.rst.rststb	n/a	zho.rst.sctb	71.28	85.71	77.84
+spa.rst.sctb	n/a	deu.rst.pcc	99.59	81.63	89.72
+spa.rst.sctb	n/a	eng.sdrt.stac	99.46	83.65	90.86
+spa.rst.sctb	n/a	eng.rst.rstdt	95.85	47.31	63.36
+spa.rst.sctb	n/a	eus.rst.ert	93.11	63.92	75.8
+spa.rst.sctb	n/a	fas.rst.prstc	98.22	57.91	72.86
+spa.rst.sctb	n/a	fra.sdrt.annodis	89.47	46.76	61.41
+spa.rst.sctb	n/a	nld.rst.nldt	98.24	82.54	89.71
+spa.rst.sctb	n/a	por.rst.cstn	98.24	54.58	70.17
+spa.rst.sctb	n/a	spa.rst.rststb	91.39	83.04	87.02
+spa.rst.sctb	n/a	spa.rst.sctb	87.58	83.93	85.71
+spa.rst.sctb	n/a	zho.rst.sctb	70.53	86.9	77.86
+zho.rst.sctb	n/a	deu.rst.pcc	100.0	73.81	84.93
+zho.rst.sctb	n/a	eng.sdrt.stac	99.7	86.55	92.66
+zho.rst.sctb	n/a	eng.rst.rstdt	100.0	41.3	58.46
+zho.rst.sctb	n/a	eus.rst.ert	94.38	56.76	70.89
+zho.rst.sctb	n/a	fas.rst.prstc	99.64	41.33	58.44
+zho.rst.sctb	n/a	fra.sdrt.annodis	87.8	36.08	51.15
+zho.rst.sctb	n/a	nld.rst.nldt	100.0	73.08	84.44
+zho.rst.sctb	n/a	por.rst.cstn	100.0	45.75	62.78
+zho.rst.sctb	n/a	spa.rst.rststb	98.11	67.61	80.05
+zho.rst.sctb	n/a	spa.rst.sctb	94.31	69.05	79.73
+zho.rst.sctb	n/a	zho.rst.sctb	89.19	78.57	83.54
+deu_nld	n/a	deu.rst.pcc	98.92	93.2	95.97
+deu_nld	n/a	eng.sdrt.stac	97.66	89.2	93.24
+deu_nld	n/a	eng.rst.rstdt	92.53	56.48	70.14
+deu_nld	n/a	eus.rst.ert	83.59	74.32	78.68
+deu_nld	n/a	fas.rst.prstc	95.55	70.45	81.10
+deu_nld	n/a	fra.sdrt.annodis	86.76	59.39	70.50
+deu_nld	n/a	nld.rst.nldt	96.92	93.2	95.02
+deu_nld	n/a	por.rst.cstn	89.57	67.32	76.87
+deu_nld	n/a	spa.rst.rststb	77.53	93.04	84.58
+deu_nld	n/a	spa.rst.sctb	70.72	93.45	80.51
+deu_nld	n/a	zho.rst.sctb	60.23	94.64	73.61
diff --git a/scores_expes/220623_conllu_4e-0.tsv b/scores_expes/220623_conllu_4e-0.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..379c1f864adce6bc394083bce28182bddfdf6035
--- /dev/null
+++ b/scores_expes/220623_conllu_4e-0.tsv
@@ -0,0 +1,171 @@
+Model	Fine-tuning	Test	Precision	Recall	F1
+fra.sdrt.annodis	n/a	zho.rst.sctb	41.56	95.24	57.87
+fra.sdrt.annodis	n/a	fra.sdrt.annodis	86.85	88.67	87.75
+fra.sdrt.annodis	n/a	deu.rst.pcc	72.96	97.28	83.38
+fra.sdrt.annodis	n/a	eng.sdrt.stac	94.42	89.72	92.01
+fra.sdrt.annodis	n/a	eus.rst.ert	56.98	87.7	69.08
+fra.sdrt.annodis	n/a	fas.rst.prstc	79.5	86.27	82.75
+fra.sdrt.annodis	n/a	eng.rst.rstdt	72.61	73.22	72.92
+fra.sdrt.annodis	n/a	nld.rst.nldt	78.96	94.38	85.98
+fra.sdrt.annodis	n/a	por.rst.cstn	74.41	92.16	82.34
+fra.sdrt.annodis	n/a	spa.rst.rststb	55.03	95.22	69.75
+fra.sdrt.annodis	n/a	spa.rst.sctb	45.0	91.07	60.24
+deu.rst.pcc	n/a	eng.rst.rstdt	85.42	57.46	68.71
+deu.rst.pcc	n/a	deu.rst.pcc	95.62	96.6	96.11
+deu.rst.pcc	n/a	rus.rst.rrt	69.38	77.88	73.38
+deu.rst.pcc	n/a	zho.rst.sctb	54.76	95.83	69.69
+deu.rst.pcc	n/a	eng.sdrt.stac	98.34	88.17	92.97
+deu.rst.pcc	n/a	eus.rst.ert	77.85	79.32	78.58
+deu.rst.pcc	n/a	fas.rst.prstc	91.57	68.06	78.08
+deu.rst.pcc	n/a	fra.sdrt.annodis	86.00	66.67	75.11
+deu.rst.pcc	n/a	nld.rst.nldt	92.55	88.17	90.3
+deu.rst.pcc	n/a	spa.rst.rststb	71.31	91.3	80.08
+deu.rst.pcc	n/a	por.rst.cstn	82.44	70.59	76.06
+deu.rst.pcc	n/a	spa.rst.sctb	56.57	92.25	70.14
+eus.rst.ert	n/a	deu.rst.pcc	87.06	91.5	89.22
+eus.rst.ert	n/a	eng.sdrt.stac	99.05	87.2	92.75
+eus.rst.ert	n/a	eus.rst.ert	90.06	83.24	86.52
+eus.rst.ert	n/a	fas.rst.prstc	85.34	68.66	76.1
+eus.rst.ert	n/a	eng.rst.rstdt	92.64	51.53	66.23
+eus.rst.ert	n/a	fra.sdrt.annodis	88.59	52.75	66.13
+eus.rst.ert	n/a	nld.rst.nldt	94.12	85.21	89.44
+eus.rst.ert	n/a	por.rst.cstn	94.57	56.86	71.02
+eus.rst.ert	n/a	spa.rst.rststb	87.47	80.43	83.81
+eus.rst.ert	n/a	spa.rst.sctb	83.97	77.98	80.86
+eus.rst.ert	n/a	zho.rst.sctb	62.81	90.48	74.15
+fas.rst.prstc	n/a	deu.rst.pcc	81.55	93.2	86.98
+fas.rst.prstc	n/a	eng.sdrt.stac	98.76	87.46	92.77
+fas.rst.prstc	n/a	eus.rst.ert	74.49	79.32	76.83
+fas.rst.prstc	n/a	fas.rst.prstc	92.38	92.24	92.31
+fas.rst.prstc	n/a	eng.rst.rstdt	91.0	68.5	78.16
+fas.rst.prstc	n/a	fra.sdrt.annodis	87.07	61.0	71.74
+fas.rst.prstc	n/a	nld.rst.nldt	87.11	92.01	89.5
+fas.rst.prstc	n/a	por.rst.cstn	92.83	71.89	81.03
+fas.rst.prstc	n/a	spa.rst.rststb	69.06	87.83	77.32
+fas.rst.prstc	n/a	spa.rst.sctb	61.97	86.31	72.14
+fas.rst.prstc	n/a	zho.rst.sctb	55.90	95.83	70.61
+deu.rst.pcc	deu.rst.pcc	deu.rst.pcc	95.88	94.89	95.38
+deu.rst.pcc	eus.rst.ert	deu.rst.pcc	98.58	94.56	96.53
+deu.rst.pcc	fas.rst.prstc	deu.rst.pcc	94.65	96.26	95.45
+deu.rst.pcc	fra.sdrt.annodis	deu.rst.pcc	96.86	94.56	95.7
+eng.sdrt.stac	deu.rst.pcc	eng.sdrt.stac	94.69	95.67	95.17
+eng.sdrt.stac	eus.rst.ert	eng.sdrt.stac	96.46	93.47	94.94
+eng.sdrt.stac	fas.rst.prstc	eng.sdrt.stac	96.41	94.05	95.22
+eng.sdrt.stac	fra.sdrt.annodis	eng.sdrt.stac	96.82	94.51	95.65
+eus.rst.ert	deu.rst.pcc	eus.rst.ert	90.62	82.3	86.26
+eus.rst.ert	eus.rst.ert	eus.rst.ert	87.31	86.49	86.9
+eus.rst.ert	fas.rst.prstc	eus.rst.ert	89.55	81.08	85.11
+eus.rst.ert	fra.sdrt.annodis	eus.rst.ert	92.53	82.03	86.96
+fas.rst.prstc	deu.rst.pcc	fas.rst.prstc	88.94	93.73	91.28
+fas.rst.prstc	eus.rst.ert	fas.rst.prstc	93.05	91.94	92.49
+fas.rst.prstc	fas.rst.prstc	fas.rst.prstc	93.8	90.3	92.02
+eng.sdrt.stac	n/a	deu.rst.pcc	91.11	83.67	87.22
+eng.sdrt.stac	n/a	eng.rst.rstdt	86.87	53.58	66.28
+eng.sdrt.stac	n/a	eus.rst.ert	71.67	73.50	72.58
+eng.sdrt.stac	n/a	fas.rst.prstc	77.35	71.34	74.22
+eng.sdrt.stac	n/a	fra.sdrt.annodis	86.86	52.43	65.39
+eng.sdrt.stac	n/a	nld.rst.nldt	93.2	81.07	86.71
+eng.sdrt.stac	n/a	por.rst.cstn	78.21	59.8	67.78
+eng.sdrt.stac	n/a	spa.rst.rststb	76.8	81.3	78.99
+eng.sdrt.stac	n/a	spa.rst.sctb	69.39	80.95	74.72
+eng.sdrt.stac	n/a	zho.rst.sctb	59.21	89.88	71.39
+eng.sdrt.stac	n/a	eng.sdrt.stac	95.93	96.06	95.99
+eng0	n/a	deu.rst.pcc	70.57	96.26	81.44
+eng0	n/a	eng.sdrt.stac	93.16	95.99	94.56
+eng0	n/a	eng.rst.rstdt	92.06	97.91	94.89
+eng0	n/a	eus.rst.ert	57.46	88.51	69.67
+eng0	n/a	fas.rst.prstc	71.2	94.48	81.21
+eng0	n/a	fra.sdrt.annodis	76.01	78.96	77.46
+eng0	n/a	nld.rst.nldt	75.0	96.75	84.5
+eng0	n/a	por.rst.cstn	77.03	95.42	85.26
+eng0	n/a	spa.rst.rststb	46.08	98.7	62.83
+eng0	n/a	spa.rst.sctb	40.94	97.02	57.59
+eng0	n/a	zho.rst.sctb	44.05	97.02	60.58
+nld.rst.nldt	n/a	deu.rst.pcc	92.23	92.86	92.54
+nld.rst.nldt	n/a	eng.sdrt.stac	94.13	90.24	92.15
+nld.rst.nldt	n/a	eng.rst.rstdt	92.82	58.98	72.14
+nld.rst.nldt	n/a	eus.rst.ert	82.96	70.41	76.17
+nld.rst.nldt	n/a	fas.rst.prstc	89.69	74.03	81.11
+nld.rst.nldt	n/a	fra.sdrt.annodis	85.65	59.87	70.48
+nld.rst.nldt	n/a	nld.rst.nldt	95.25	94.97	95.11
+nld.rst.nldt	n/a	por.rst.cstn	96.17	65.69	78.06
+nld.rst.nldt	n/a	spa.rst.rststb	82.11	89.78	85.77
+nld.rst.nldt	n/a	spa.rst.sctb	73.1	85.71	78.9
+nld.rst.nldt	n/a	zho.rst.sctb	53.42	92.86	67.83
+por.rst.cstn	n/a	deu.rst.pcc	79.39	96.94	87.29
+por.rst.cstn	n/a	eng.sdrt.stac	97.17	88.88	92.84
+por.rst.cstn	n/a	eng.rst.rstdt	83.1	75.02	78.85
+por.rst.cstn	n/a	eus.rst.ert	64.13	79.73	71.08
+por.rst.cstn	n/a	fas.rst.prstc	82.71	88.51	85.50
+por.rst.cstn	n/a	fra.sdrt.annodis	83.16	75.89	79.36
+por.rst.cstn	n/a	nld.rst.nldt	86.81	93.49	90.03
+por.rst.cstn	n/a	por.rst.cstn	92.36	94.77	93.55
+por.rst.cstn	n/a	spa.rst.rststb	58.37	95.43	72.44
+por.rst.cstn	n/a	spa.rst.sctb	48.44	92.25	63.51
+por.rst.cstn	n/a	zho.rst.sctb	42.12	97.02	58.74
+spa.rst.rststb	n/a	deu.rst.pcc	99.19	83.67	90.77
+spa.rst.rststb	n/a	eng.sdrt.stac	96.87	79.9	87.57
+spa.rst.rststb	n/a	eng.rst.rstdt	98.05	51.35	67.41
+spa.rst.rststb	n/a	eus.rst.ert	94.61	64.05	76.39
+spa.rst.rststb	n/a	fas.rst.prstc	96.97	57.31	72.05
+spa.rst.rststb	n/a	fra.sdrt.annodis	90.48	46.12	61.09
+spa.rst.rststb	n/a	nld.rst.nldt	98.61	84.61	91.08
+spa.rst.rststb	n/a	por.rst.cstn	98.31	56.86	72.05
+spa.rst.rststb	n/a	spa.rst.rststb	92.96	86.09	89.39
+spa.rst.rststb	n/a	spa.rst.sctb	87.2	85.11	86.14
+spa.rst.rststb	n/a	zho.rst.sctb	71.28	85.71	77.84
+spa.rst.sctb	n/a	deu.rst.pcc	99.59	81.63	89.72
+spa.rst.sctb	n/a	eng.sdrt.stac	99.46	83.65	90.86
+spa.rst.sctb	n/a	eng.rst.rstdt	95.85	47.31	63.36
+spa.rst.sctb	n/a	eus.rst.ert	93.11	63.92	75.8
+spa.rst.sctb	n/a	fas.rst.prstc	98.22	57.91	72.86
+spa.rst.sctb	n/a	fra.sdrt.annodis	89.47	46.76	61.41
+spa.rst.sctb	n/a	nld.rst.nldt	98.24	82.54	89.71
+spa.rst.sctb	n/a	por.rst.cstn	98.24	54.58	70.17
+spa.rst.sctb	n/a	spa.rst.rststb	91.39	83.04	87.02
+spa.rst.sctb	n/a	spa.rst.sctb	87.58	83.93	85.71
+spa.rst.sctb	n/a	zho.rst.sctb	70.53	86.9	77.86
+zho.rst.sctb	n/a	deu.rst.pcc	100.0	73.81	84.93
+zho.rst.sctb	n/a	eng.sdrt.stac	99.7	86.55	92.66
+zho.rst.sctb	n/a	eng.rst.rstdt	100.0	41.3	58.46
+zho.rst.sctb	n/a	eus.rst.ert	94.38	56.76	70.89
+zho.rst.sctb	n/a	fas.rst.prstc	99.64	41.33	58.44
+zho.rst.sctb	n/a	fra.sdrt.annodis	87.8	36.08	51.15
+zho.rst.sctb	n/a	nld.rst.nldt	100.0	73.08	84.44
+zho.rst.sctb	n/a	por.rst.cstn	100.0	45.75	62.78
+zho.rst.sctb	n/a	spa.rst.rststb	98.11	67.61	80.05
+zho.rst.sctb	n/a	spa.rst.sctb	94.31	69.05	79.73
+zho.rst.sctb	n/a	zho.rst.sctb	89.19	78.57	83.54
+deu_nld	n/a	deu.rst.pcc	98.92	93.2	95.97
+deu_nld	n/a	eng.sdrt.stac	97.66	89.2	93.24
+deu_nld	n/a	eng.rst.rstdt	92.53	56.48	70.14
+deu_nld	n/a	eus.rst.ert	83.59	74.32	78.68
+deu_nld	n/a	fas.rst.prstc	95.55	70.45	81.10
+deu_nld	n/a	fra.sdrt.annodis	86.76	59.39	70.50
+deu_nld	n/a	nld.rst.nldt	96.92	93.2	95.02
+deu_nld	n/a	por.rst.cstn	89.57	67.32	76.87
+deu_nld	n/a	spa.rst.rststb	77.53	93.04	84.58
+deu_nld	n/a	spa.rst.sctb	70.72	93.45	80.51
+deu_nld	n/a	zho.rst.sctb	60.23	94.64	73.61
+ger0	n/a	deu.rst.pcc	99.25	89.8	94.28
+ger0	n/a	eng.sdrt.stac	97.47	89.59	93.36
+ger0	n/a	eng.rst.rstdt	96.52	94.63	95.57
+ger0	n/a	eus.rst.ert	78.3	74.59	76.4
+ger0	n/a	fas.rst.prstc	95.3	78.66	86.18
+ger0	n/a	fra.sdrt.annodis	85.53	66.02	74.52
+ger0	n/a	nld.rst.nldt	95.54	88.75	92.02
+ger0	n/a	por.rst.cstn	89.79	83.33	86.44
+ger0	n/a	spa.rst.rststb	60.98	94.78	74.21
+ger0	n/a	spa.rst.sctb	52.82	89.29	66.36
+ger0	n/a	zho.rst.sctb	58.87	92.86	72.06
+eng.rst.rstdt	n/a	deu.rst.pcc	75.88	95.24	84.46
+eng.rst.rstdt	n/a	eng.sdrt.stac	89.87	89.46	89.67
+eng.rst.rstdt	n/a	eng.rst.rstdt	95.62	95.91	95.77
+eng.rst.rstdt	n/a	eus.rst.ert	65.25	80.95	72.26
+eng.rst.rstdt	n/a	fas.rst.prstc	85.39	91.64	88.41
+eng.rst.rstdt	n/a	fra.sdrt.annodis	78.07	73.14	75.52
+eng.rst.rstdt	n/a	nld.rst.nldt	79.81	97.04	87.58
+eng.rst.rstdt	n/a	por.rst.cstn	83.48	90.85	87.01
+eng.rst.rstdt	n/a	spa.rst.rststb	51.93	96.3	67.47
+eng.rst.rstdt	n/a	spa.rst.sctb	43.99	89.29	58.94
+eng.rst.rstdt	n/a	zho.rst.sctb	53.74	94.05	68.4
diff --git a/scores_expes/220623_conllu_4e-1.tsv b/scores_expes/220623_conllu_4e-1.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..8dfd038e64144e46c4a2cf0212d3fc3993077550
--- /dev/null
+++ b/scores_expes/220623_conllu_4e-1.tsv
@@ -0,0 +1,180 @@
+Model	Fine-tuning	Test	Precision	Recall	F1
+fra.sdrt.annodis	n/a	zho.rst.sctb	41.56	95.24	57.87
+fra.sdrt.annodis	n/a	fra.sdrt.annodis	86.85	88.67	87.75
+fra.sdrt.annodis	n/a	deu.rst.pcc	72.96	97.28	83.38
+fra.sdrt.annodis	n/a	eng.sdrt.stac	94.42	89.72	92.01
+fra.sdrt.annodis	n/a	eus.rst.ert	56.98	87.7	69.08
+fra.sdrt.annodis	n/a	fas.rst.prstc	79.5	86.27	82.75
+fra.sdrt.annodis	n/a	eng.rst.rstdt	72.61	73.22	72.92
+fra.sdrt.annodis	n/a	nld.rst.nldt	78.96	94.38	85.98
+fra.sdrt.annodis	n/a	por.rst.cstn	74.41	92.16	82.34
+fra.sdrt.annodis	n/a	spa.rst.rststb	55.03	95.22	69.75
+fra.sdrt.annodis	n/a	spa.rst.sctb	45.0	91.07	60.24
+deu.rst.pcc	n/a	eng.rst.rstdt	85.42	57.46	68.71
+deu.rst.pcc	n/a	deu.rst.pcc	95.62	96.6	96.11
+deu.rst.pcc	n/a	rus.rst.rrt	69.38	77.88	73.38
+deu.rst.pcc	n/a	zho.rst.sctb	54.76	95.83	69.69
+deu.rst.pcc	n/a	eng.sdrt.stac	98.34	88.17	92.97
+deu.rst.pcc	n/a	eus.rst.ert	77.85	79.32	78.58
+deu.rst.pcc	n/a	fas.rst.prstc	91.57	68.06	78.08
+deu.rst.pcc	n/a	fra.sdrt.annodis	86.00	66.67	75.11
+deu.rst.pcc	n/a	nld.rst.nldt	92.55	88.17	90.3
+deu.rst.pcc	n/a	spa.rst.rststb	71.31	91.3	80.08
+deu.rst.pcc	n/a	por.rst.cstn	82.44	70.59	76.06
+deu.rst.pcc	n/a	spa.rst.sctb	56.57	92.25	70.14
+eus.rst.ert	n/a	deu.rst.pcc	87.06	91.5	89.22
+eus.rst.ert	n/a	eng.sdrt.stac	99.05	87.2	92.75
+eus.rst.ert	n/a	eus.rst.ert	90.06	83.24	86.52
+eus.rst.ert	n/a	fas.rst.prstc	85.34	68.66	76.1
+eus.rst.ert	n/a	eng.rst.rstdt	92.64	51.53	66.23
+eus.rst.ert	n/a	fra.sdrt.annodis	88.59	52.75	66.13
+eus.rst.ert	n/a	nld.rst.nldt	94.12	85.21	89.44
+eus.rst.ert	n/a	por.rst.cstn	94.57	56.86	71.02
+eus.rst.ert	n/a	spa.rst.rststb	87.47	80.43	83.81
+eus.rst.ert	n/a	spa.rst.sctb	83.97	77.98	80.86
+eus.rst.ert	n/a	zho.rst.sctb	62.81	90.48	74.15
+fas.rst.prstc	n/a	deu.rst.pcc	81.55	93.2	86.98
+fas.rst.prstc	n/a	eng.sdrt.stac	98.76	87.46	92.77
+fas.rst.prstc	n/a	eus.rst.ert	74.49	79.32	76.83
+fas.rst.prstc	n/a	fas.rst.prstc	92.38	92.24	92.31
+fas.rst.prstc	n/a	eng.rst.rstdt	91.0	68.5	78.16
+fas.rst.prstc	n/a	fra.sdrt.annodis	87.07	61.0	71.74
+fas.rst.prstc	n/a	nld.rst.nldt	87.11	92.01	89.5
+fas.rst.prstc	n/a	por.rst.cstn	92.83	71.89	81.03
+fas.rst.prstc	n/a	spa.rst.rststb	69.06	87.83	77.32
+fas.rst.prstc	n/a	spa.rst.sctb	61.97	86.31	72.14
+fas.rst.prstc	n/a	zho.rst.sctb	55.90	95.83	70.61
+deu.rst.pcc	deu.rst.pcc	deu.rst.pcc	95.88	94.89	95.38
+deu.rst.pcc	eus.rst.ert	deu.rst.pcc	98.58	94.56	96.53
+deu.rst.pcc	fas.rst.prstc	deu.rst.pcc	94.65	96.26	95.45
+deu.rst.pcc	fra.sdrt.annodis	deu.rst.pcc	96.86	94.56	95.7
+eng.sdrt.stac	deu.rst.pcc	eng.sdrt.stac	94.69	95.67	95.17
+eng.sdrt.stac	eus.rst.ert	eng.sdrt.stac	96.46	93.47	94.94
+eng.sdrt.stac	fas.rst.prstc	eng.sdrt.stac	96.41	94.05	95.22
+eng.sdrt.stac	fra.sdrt.annodis	eng.sdrt.stac	96.82	94.51	95.65
+eus.rst.ert	deu.rst.pcc	eus.rst.ert	90.62	82.3	86.26
+eus.rst.ert	eus.rst.ert	eus.rst.ert	87.31	86.49	86.9
+eus.rst.ert	fas.rst.prstc	eus.rst.ert	89.55	81.08	85.11
+eus.rst.ert	fra.sdrt.annodis	eus.rst.ert	92.53	82.03	86.96
+fas.rst.prstc	deu.rst.pcc	fas.rst.prstc	88.94	93.73	91.28
+fas.rst.prstc	eus.rst.ert	fas.rst.prstc	93.05	91.94	92.49
+fas.rst.prstc	fas.rst.prstc	fas.rst.prstc	93.8	90.3	92.02
+eng.sdrt.stac	n/a	deu.rst.pcc	91.11	83.67	87.22
+eng.sdrt.stac	n/a	eng.rst.rstdt	86.87	53.58	66.28
+eng.sdrt.stac	n/a	eus.rst.ert	71.67	73.50	72.58
+eng.sdrt.stac	n/a	fas.rst.prstc	77.35	71.34	74.22
+eng.sdrt.stac	n/a	fra.sdrt.annodis	86.86	52.43	65.39
+eng.sdrt.stac	n/a	nld.rst.nldt	93.2	81.07	86.71
+eng.sdrt.stac	n/a	por.rst.cstn	78.21	59.8	67.78
+eng.sdrt.stac	n/a	spa.rst.rststb	76.8	81.3	78.99
+eng.sdrt.stac	n/a	spa.rst.sctb	69.39	80.95	74.72
+eng.sdrt.stac	n/a	zho.rst.sctb	59.21	89.88	71.39
+eng.sdrt.stac	n/a	eng.sdrt.stac	95.93	96.06	95.99
+eng0	n/a	deu.rst.pcc	70.57	96.26	81.44
+eng0	n/a	eng.sdrt.stac	93.16	95.99	94.56
+eng0	n/a	eng.rst.rstdt	92.06	97.91	94.89
+eng0	n/a	eus.rst.ert	57.46	88.51	69.67
+eng0	n/a	fas.rst.prstc	71.2	94.48	81.21
+eng0	n/a	fra.sdrt.annodis	76.01	78.96	77.46
+eng0	n/a	nld.rst.nldt	75.0	96.75	84.5
+eng0	n/a	por.rst.cstn	77.03	95.42	85.26
+eng0	n/a	spa.rst.rststb	46.08	98.7	62.83
+eng0	n/a	spa.rst.sctb	40.94	97.02	57.59
+eng0	n/a	zho.rst.sctb	44.05	97.02	60.58
+nld.rst.nldt	n/a	deu.rst.pcc	92.23	92.86	92.54
+nld.rst.nldt	n/a	eng.sdrt.stac	94.13	90.24	92.15
+nld.rst.nldt	n/a	eng.rst.rstdt	92.82	58.98	72.14
+nld.rst.nldt	n/a	eus.rst.ert	82.96	70.41	76.17
+nld.rst.nldt	n/a	fas.rst.prstc	89.69	74.03	81.11
+nld.rst.nldt	n/a	fra.sdrt.annodis	85.65	59.87	70.48
+nld.rst.nldt	n/a	nld.rst.nldt	95.25	94.97	95.11
+nld.rst.nldt	n/a	por.rst.cstn	96.17	65.69	78.06
+nld.rst.nldt	n/a	spa.rst.rststb	82.11	89.78	85.77
+nld.rst.nldt	n/a	spa.rst.sctb	73.1	85.71	78.9
+nld.rst.nldt	n/a	zho.rst.sctb	53.42	92.86	67.83
+por.rst.cstn	n/a	deu.rst.pcc	79.39	96.94	87.29
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diff --git a/scores_expes/README.md b/scores_expes/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..72fa58e6557f9803d7c39011710719af4d3d3800
--- /dev/null
+++ b/scores_expes/README.md
@@ -0,0 +1,17 @@
+To get scores, run (from `disCut` dir):
+
+`python code/utils/get_scores.py <result_dir> <output_file>`
+
+This outputs a `.tsv` file summarizing all results up to this point, collected in `result_dir`.
+
+Scores are collected in `scores_expes` dir, with filenames following this format:
+
+`yymmdd_type_params-n.tsv`
+
+- date is date of collection of the results
+
+- `type` is `conllu` or `tok` or `rel`
+
+- `params` are parameters of the models which were changed since the last collection, e.g. number of epochs (`Ne` for N epochs)
+
+- `n` to disambiguate