TC-Star Evaluation Information (WP4)

subglobal1 link | subglobal1 link | subglobal1 link | subglobal1 link | subglobal1 link | subglobal1 link | subglobal1 link
subglobal2 link | subglobal2 link | subglobal2 link | subglobal2 link | subglobal2 link | subglobal2 link | subglobal2 link
subglobal3 link | subglobal3 link | subglobal3 link | subglobal3 link | subglobal3 link | subglobal3 link | subglobal3 link
subglobal4 link | subglobal4 link | subglobal4 link | subglobal4 link | subglobal4 link | subglobal4 link | subglobal4 link
subglobal5 link | subglobal5 link | subglobal5 link | subglobal5 link | subglobal5 link | subglobal5 link | subglobal5 link
subglobal6 link | subglobal6 link | subglobal6 link | subglobal6 link | subglobal6 link | subglobal6 link | subglobal6 link
subglobal7 link | subglobal7 link | subglobal7 link | subglobal7 link | subglobal7 link | subglobal7 link | subglobal7 link
subglobal8 link | subglobal8 link | subglobal8 link | subglobal8 link | subglobal8 link | subglobal8 link | subglobal8 link

SLT Evaluation - Run #2

EN-ES Results Human EN-ES Results ES-EN Results ZH-EN Results Go back to SLT page

 

SLT Results for the Spanish to English direction

(in red the best primary system for each metric)

FTE Task

SYSTEM - Scoring
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
10.4904
0.4816
10.5898
0.4915
0.4816
41.6838
41.0468
30.1754
29.2495
0.4919
0.4955
IBM_PRIMARY_system2
10.4658
0.4803
10.5659
0.4903
0.4803
41.8422
41.2017
30.2572
29.3348
0.4935
0.4958
IBM_PRIMARY_system3
10.4587
0.4799
10.5570
0.4897
0.4799
41.8439
41.2121
30.3199
29.3992
0.4920
0.4948
IBM_PRIMARY_system4
10.4764
0.4809
10.5749
0.4907
0.4809
41.7934
41.1616
30.2555
29.3348
0.4928
0.4956
IRST-PRIMARY
10.2231
0.4619
10.4436
0.4786
0.4611
43.3564
42.3400
31.3433
29.9039
0.4903
0.4974
IRST-SECONDARY-1
10.1443
0.4558
10.3656
0.4726
0.4539
43.6610
42.6219
31.6619
30.1998
0.4871
0.4950
IRST-SECONDARY-2
10.1318
0.4555
10.3532
0.4722
0.4551
43.7393
42.7142
31.6236
30.1650
0.4877
0.4941
ROVER
10.5049
0.4807
10.7760
0.5006
0.4807
41.6420
40.3993
30.0258
28.3827
0.4969
0.5019
RWTH-PRIMARY_1
10.3599
0.4711
10.4457
0.4799
0.4712
42.8900
42.3347
30.9308
30.1319
0.5010
0.5009
RWTH-PRIMARY_2
10.2153
0.4605
10.3122
0.4701
0.4606
43.2938
42.7089
31.3520
30.4870
0.4965
0.4966
UED-PRIMARY
10.1137
0.4559
10.3341
0.4724
0.4560
43.7428
42.7211
31.6688
30.1911
0.4926
0.4936
UKA-PRIMARY_1
9.6290
0.4123
9.9160
0.4309
0.4098
47.1682
45.7218
33.6373
31.7123
0.4710
0.4778
UPC-PRIMARY-1
10.2955
0.4645
10.4497
0.4772
0.4646
42.5471
41.7273
30.9656
29.8343
0.4897
0.4945
UPC-PRIMARY-2
10.2455
0.4575
10.3797
0.4693
0.4529
42.7455
42.0423
31.1484
30.1511
0.4779
0.4874
USaar-Primary-Ptolemaios
9.0557
0.3724
9.4984
0.3997
0.3724
63.1549
61.7137
34.9462
32.3145
0.4648
0.4692
UW-PRIMARY-system1
10.0941
0.4563
10.3227
0.4723
0.4563
44.0631
42.9944
31.7419
30.2294
0.4895
0.4906
UW-PRIMARY-system2
10.1186
0.4599
10.3479
0.4764
0.4599
43.8995
42.8186
31.8168
30.2886
0.4948
0.4955
SYSTRAN**
9.4487
0.4057
9.4594
0.4094
0.4057
47.2743
46.9593
34.5755
34.0237
0.4326
0.4268

*cs: case-sensitive
**translation with a commercial cd

SYSTEM - Ranking
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
2
1
2
2
1
2
2
2
2
9
7
IBM_PRIMARY_system2
4
4
4
4
4
4
4
4
3
5
5
IBM_PRIMARY_system3
5
5
5
5
5
5
5
5
5
8
10
IBM_PRIMARY_system4
3
2
3
3
2
3
3
3
3
6
6
IRST-PRIMARY
9
8
8
7
8
10
9
9
7
10
3
IRST-SECONDARY-1
11
14
10
10
14
11
10
12
12
14
9
IRST-SECONDARY-2
12
15
11
13
13
12
12
11
10
13
12
ROVER
1
3
1
1
3
1
1
1
1
2
1
RWTH-PRIMARY_1
6
6
7
6
6
8
8
6
8
1
2
RWTH-PRIMARY_2
10
9
15
14
9
9
11
10
15
3
4
UED-PRIMARY
14
13
13
11
12
13
13
13
11
7
13
UKA-PRIMARY_1
16
16
16
16
16
16
16
16
16
16
16
UPC-PRIMARY-1
7
7
6
8
7
6
6
7
6
11
11
UPC-PRIMARY-2
8
11
9
15
15
7
7
8
9
15
15
USaar-Primary-Ptolemaios
18
18
17
18
18
18
18
18
17
17
17
UW-PRIMARY-system1
15
12
14
12
11
15
15
14
13
12
14
UW-PRIMARY-system2
13
10
12
9
10
14
14
15
14
4
7
SYSTRAN**
17
17
18
17
17
17
17
17
18
18
18

*cs: case-sensitive
**translation with a commercial cd

VERBATIM Task

SYSTEM - Scoring
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
11.039
0.5254
11.1259
0.5338
0.5241
37.4561
36.7391
26.9847
26.2549
0.5278
0.5388
IBM_PRIMARY_system2
11.0487
0.5262
11.1347
0.5344
0.5252
37.4338
36.7232
26.9385
26.2103
0.5282
0.5391
IBM_PRIMARY_system3
11.0328
0.5250
11.1184
0.5332
0.5241
37.4943
36.7853
26.9974
26.2709
0.5273
0.5382
IBM_PRIMARY_system4
11.0536
0.5264
11.1399
0.5346
0.5252
37.4083
36.6961
26.9082
26.1785
0.5280
0.5391
IRST-PRIMARY **
10.5715
0.4885
10.8500
0.5072
0.4849
39.9353
38.7786
28.6609
27.3384
0.5096
0.5242
IRST-SECONDARY-1
10.2742
0.4716
10.7762
0.5019
0.4663
41.8856
39.1785
30.7067
27.8610
0.5050
0.5213
IRST-SECONDARY-2
10.2734
0.4717
10.7771
0.5024
0.4680
41.8107
39.0861
30.5442
27.6969
0.5075
0.5225
LIMSI-PRIMARY
9.7154
0.4259
9.8347
0.4361
0.4208
44.5002
43.7274
31.7631
30.9569
0.4610
0.4774
ROVER
11.0913
0.5255
11.4285
0.5486
0.5208
36.8203
35.2796
26.7823
25.1237
0.5273
0.5436
RWTH-PRIMARY_1
11.0958
0.5245
11.2173
0.5353
0.5191
37.7285
36.9701
27.4117
26.6134
0.5188
0.5365
RWTH-PRIMARY_2
10.9791
0.5157
11.1134
0.5274
0.5120
37.8863
37.0848
27.5232
26.6724
0.5185
0.5330
RWTH-PRIMARY_3
10.8673
0.5044
11.0029
0.5164
0.5034
38.7786
37.9660
27.7128
26.8365
0.5174
0.5285
UKA-PRIMARY_1
9.8926
0.4318
10.3708
0.4609
0.4284
44.8492
42.3715
31.5416
28.8154
0.4828
0.4968
UPC-PRIMARY
10.6546
0.4963
10.8183
0.5080
0.4957
39.6007
38.7801
28.8473
27.9726
0.5070
0.5195
USaar-Primary-Ptolemaios
9.0939
0.3750
9.6914
0.4063
0.3742
68.6073
66.2954
33.5301
30.0869
0.4661
0.4786
UW-PRIMARY-system1
9.8971
0.4497
10.3563
0.4770
0.4497
44.3696
41.8393
32.2809
29.5946
0.5053
0.5132
UW-PRIMARY-system2
9.9018
0.4507
10.3626
0.4782
0.4507
44.2995
41.7517
32.3080
29.6185
0.5061
0.5140
SYSTRAN***
9.8901
0.4373
9.8988
0.4400
0.4374
43.5394
43.2590
31.1895
30.8549
0.4576
0.4591

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

SYSTEM - Ranking
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
5
4
5
5
3
4
4
4
4
3
4
IBM_PRIMARY_system2
4
2
4
4
1
3
3
3
3
1
2
IBM_PRIMARY_system3
6
5
6
6
3
5
5
5
5
4
5
IBM_PRIMARY_system4
3
1
3
3
1
2
2
2
2
2
2
IRST-PRIMARY **
10
10
9
10
10
10
9
9
9
9
9
IRST-SECONDARY-1
11
12
12
12
12
12
12
12
11
14
11
IRST-SECONDARY-2
12
11
11
11
11
11
11
11
10
10
10
LIMSI-PRIMARY
17
17
17
17
17
16
17
15
18
17
17
ROVER
2
3
1
1
5
1
1
1
1
4
1
RWTH-PRIMARY_1
1
6
2
2
6
6
6
6
6
6
6
RWTH-PRIMARY_2
7
7
7
7
7
7
7
7
7
7
7
RWTH-PRIMARY_3
8
8
8
8
8
8
8
8
8
8
8
UKA-PRIMARY_1
15
16
13
15
16
17
15
14
13
15
15
UPC-PRIMARY
9
9
10
9
9
9
10
10
12
11
12
USaar-Primary-Ptolemaios
18
18
18
18
18
18
18
18
16
16
16
UW-PRIMARY-system1
14
14
15
14
14
15
14
16
14
13
14
UW-PRIMARY-system2
13
13
14
13
13
14
13
17
15
12
13
SYSTRAN***
16
15
16
16
15
13
16
13
17
18
18

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

ASR Task

SYSTEM - Scoring
AS-WER
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_1
47.4274
9.5704 0.3941 9.7589 0.4058 0.3837 48.7299 47.6461 34.7222 33.5529 0.4976 0.5118
IBM_PRIMARY_2
48.0344
9.5114 0.3906 9.7004 0.4026 0.3815 49.4064 48.3241 34.7658 33.6088 0.4993 0.5115
IBM_PRIMARY_3
48.1232
9.4991 0.3901 9.6863 0.402 0.3808 49.4795 48.4096 34.8544 33.7068 0.4982 0.5105
IBM_PRIMARY_4
47.4463
9.5766 0.3961 9.7663 0.4078 0.3851 48.7828 47.6989 34.6802 33.4907 0.4997 0.5128
IRST-PRIMARY**
49.0393
9.0311 0.343 9.2759 0.3569 0.3392 50.498 49.3411 38.5756 37.2927 0.4825 0.5015
IRST-SECONDARY-1
49.4264
8.6367 0.3252 9.1284 0.3507 0.3224 52.5211 49.6956 40.8211 37.8494 0.476 0.4978
IRST-SECONDARY-2
49.2655
8.6973 0.3282 9.1854 0.3537 0.3246 52.3936 49.5805 40.5723 37.6364 0.4799 0.4999
LIMSI-PRIMARY
51.7206
8.4817 0.326 8.6489 0.3367 0.3213 52.5771 51.6347 38.1791 37.1636 0.4246 0.4563
RWTH-PRIMARY_1
47.6568
9.2634 0.3613 9.4668 0.3731 0.3579 49.0021 47.8778 38.0204 36.8169 0.4832 0.5062
RWTH-PRIMARY_2
48.2718
9.1748 0.3532 9.3775 0.3651 0.3487 49.6023 48.4796 38.4341 37.246 0.4837 0.5044
UKA-PRIMARY_1
54.6320
8.4224 0.3013 8.8167 0.3208 0.2979 54.8225 52.6144 41.4229 39.0141 0.4527 0.4723
UPC-PRIMARY
49.5680
9.0411 0.3483 9.2824 0.3611 0.343 51.0112 49.8262 39.011 37.7063 0.4765 0.4931
SYSTRAN***
62.1435
8.0623 0.2922 8.2167 0.3011 0.2922 62.268 61.3972 47.7705 46.7753 0.4481 0.4354

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

SYSTEM - Ranking
AS-WER
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_1
1
2
2
2
2
2
1
1
2
2
4
2
IBM_PRIMARY_2
4
3
3
3
3
3
4
4
3
3
2
3
IBM_PRIMARY_3
5
4
4
4
4
4
5
5
4
4
3
4
IBM_PRIMARY_4
2
1
1
1
1
1
2
2
1
1
1
1
IRST-PRIMARY**
7
8
8
8
8
8
7
7
8
8
7
7
IRST-SECONDARY-1
9
10
11
10
10
10
10
9
11
11
10
9
IRST-SECONDARY-2
8
9
9
9
9
9
9
8
10
9
8
8
LIMSI-PRIMARY
11
11
10
12
11
11
11
11
6
6
13
12
RWTH-PRIMARY_1
3
5
5
5
5
5
3
3
5
5
6
5
RWTH-PRIMARY_2
6
6
6
6
6
6
6
6
7
7
5
6
UKA-PRIMARY_1
12
12
12
11
12
12
12
12
12
12
11
11
UPC-PRIMARY
10
7
7
7
7
7
8
10
9
10
9
10
SYSTRAN***
13
13
13
13
13
13
13
13
13
13
12
13

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd


EPPS / FTE Task

SYSTEM - Scoring
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
10.7684
0.5406
10.8663
0.5504
0.5366
36.2092
35.6865
26.3712
25.6456
0.5159
0.5244
IBM_PRIMARY_system2
10.7494
0.5392
10.8502
0.5493
0.5367
36.3055
35.7656
26.3746
25.6456
0.5171
0.5243
IBM_PRIMARY_system3
10.7563
0.5399
10.8541
0.5496
0.5359
36.2470
35.7244
26.4159
25.6903
0.5154
0.5239
IBM_PRIMARY_system4
10.7684
0.5406
10.8663
0.5504
0.5366
36.2092
35.6865
26.3712
25.6456
0.5159
0.5244
IRST-PRIMARY
10.5616
0.5240
10.7417
0.5389
0.5213
37.4299
36.6218
27.2068
26.1133
0.5187
0.5284
IRST-SECONDARY-1
10.4772
0.5181
10.6579
0.5330
0.5144
37.7291
36.9004
27.6194
26.4950
0.5147
0.5252
IRST-SECONDARY-2
10.4718
0.5175
10.6516
0.5323
0.5157
37.8254
37.0035
27.5059
26.3918
0.5159
0.5246
ROVER
10.7870
0.5399
11.0082
0.5582
0.5367
35.9891
35.0160
26.1270
24.8925
0.5213
0.5303
RWTH-PRIMARY_1
10.6528
0.5310
10.7323
0.5396
0.5312
37.0551
36.5771
26.9110
26.2680
0.5290
0.5332
RWTH-PRIMARY_2
10.5111
0.5201
10.6015
0.5295
0.5202
37.3302
36.8282
27.1758
26.4675
0.5254
0.5293
UED-PRIMARY
10.4792
0.5187
10.6379
0.5320
0.5188
37.6535
36.8969
27.4715
26.4881
0.5258
0.5300
UKA-PRIMARY_1
9.9761
0.4705
10.2085
0.4873
0.4657
41.5185
40.3184
29.7032
28.2384
0.4908
0.5012
UPC-PRIMARY-1
10.5986
0.5230
10.7301
0.5347
0.5220
36.9692
36.2986
27.1174
26.2783
0.5169
0.5252
UPC-PRIMARY-2
10.5037
0.5149
10.6133
0.5253
0.5149
37.4231
36.8316
27.3202
26.5603
0.5126
0.5192
USaar-Primary-Ptolemaios
9.4704
0.4304
9.8477
0.4566
0.4303
56.3529
55.0291
30.9446
28.7267
0.4891
0.4960
UW-PRIMARY-system1
10.5296
0.5261
10.7088
0.5401
0.5261
37.5744
36.7078
27.1758
26.0686
0.5250
0.5296
UW-PRIMARY-system2
10.5513
0.5280
10.7284
0.5422
0.5280
37.5744
36.7078
27.4440
26.3333
0.5257
0.5302
SYSTRAN**
9.7174
0.4572
9.7369
0.4611
0.4573
42.0790
41.8418
30.7624
30.2913
0.4642
0.4595

*cs: case-sensitive
**translation with a commercial cd

SYSTEM - Ranking
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
2
1
2
2
3
2
2
2
2
6
5
IBM_PRIMARY_system2
5
5
5
5
1
5
5
4
2
3
3
IBM_PRIMARY_system3
4
3
4
4
5
4
4
5
5
5
6
IBM_PRIMARY_system4
2
1
2
2
3
2
2
2
2
3
3
IRST-PRIMARY
8
9
6
9
10
10
8
10
7
11
8
IRST-SECONDARY-1
14
13
11
11
15
14
14
15
14
13
11
IRST-SECONDARY-2
15
14
12
12
13
15
15
14
11
12
12
ROVER
1
3
1
1
1
1
1
1
1
1
1
RWTH-PRIMARY_1
6
6
7
8
6
7
7
6
8
2
2
RWTH-PRIMARY_2
11
11
15
14
11
8
11
8
12
7
9
UED-PRIMARY
13
12
13
13
12
13
13
13
13
10
13
UKA-PRIMARY_1
16
16
16
16
16
16
16
16
16
15
16
UPC-PRIMARY-1
7
10
8
10
9
6
6
7
9
9
7
UPC-PRIMARY-2
12
15
14
15
14
9
12
11
15
16
14
USaar-Primary-Ptolemaios
18
18
17
18
18
18
18
18
17
17
17
UW-PRIMARY-system1
10
8
10
7
8
11
9
8
6
14
15
UW-PRIMARY-system2
9
7
9
6
7
11
9
12
10
8
10
SYSTRAN**
17
17
18
17
17
17
17
17
18
18
18

*cs: case-sensitive
**translation with a commercial cd

EPPS / VERBATIM Task

SYSTEM - Scoring
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
10.8887
0.5508
10.9628
0.5590
0.5460
36.3516
35.6984
25.8358
25.1987
0.5147
0.5296
IBM_PRIMARY_system2
10.9073
0.5524
10.9793
0.5602
0.5483
36.3066
35.6662
25.7425
25.1086
0.5158
0.5306
IBM_PRIMARY_system3
10.8980
0.5518
10.9697
0.5596
0.5477
36.3420
35.7049
25.7779
25.1472
0.5153
0.5301
IBM_PRIMARY_system4
10.9073
0.5524
10.9793
0.5602
0.5483
36.3066
35.6662
25.7425
25.1086
0.5158
0.5306
IRST-PRIMARY **
10.5518
0.5208
10.7420
0.5355
0.5160
38.1761
37.3492
26.8398
25.8937
0.5057
0.5206
IRST-SECONDARY-1
10.2303
0.5023
10.6718
0.5313
0.4958
40.2613
37.6870
29.1663
26.4890
0.5018
0.5187
IRST-SECONDARY-2
10.2338
0.5024
10.6780
0.5319
0.4981
40.1519
37.5551
28.9700
26.2928
0.5047
0.52
LIMSI-PRIMARY
9.7619
0.4599
9.8583
0.4695
0.4547
42.4526
41.8348
30.0576
29.3979
0.4655
0.4811
ROVER
10.9912
0.5555
11.2207
0.5743
0.5489
35.6051
34.4435
25.3113
24.0596
0.5208
0.5377
RWTH-PRIMARY_1
10.9431
0.5506
11.0360
0.5604
0.5453
36.4482
35.7853
25.8519
25.1762
0.5144
0.5308
RWTH-PRIMARY_2
10.8110
0.5406
10.9165
0.5507
0.5366
37.0757
36.3999
26.4215
25.6749
0.511
0.5259
RWTH-PRIMARY_3
10.7462
0.5312
10.8485
0.5411
0.5288
37.8640
37.2301
26.6049
25.8584
0.5082
0.5207
UKA-PRIMARY_1
9.8504
0.4600
10.2556
0.4870
0.4548
43.1992
40.9917
30.3279
27.9210
0.477
0.4923
UPC-PRIMARY
10.4519
0.5200
10.6138
0.5318
0.5200
38.8422
38.0603
27.9467
27.0747
0.5098
0.5201
USaar-Primary-Ptolemaios
9.3324
0.4220
9.8715
0.4540
0.4202
61.4506
59.0372
31.7116
28.5163
0.472
0.4856
UW-PRIMARY-system1
9.8480
0.4786
10.2508
0.5049
0.4786
42.7261
40.2870
30.9715
28.5388
0.5047
0.5118
UW-PRIMARY-system2
9.8495
0.4800
10.2490
0.5061
0.4800
42.6232
40.2066
30.9940
28.5710
0.5058
0.5127
SYSTRAN***
9.6760
0.4528
9.6847
0.4552
0.4528
43.1187
42.8581
30.5724
30.2410
0.4488
0.4496

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

SYSTEM - Ranking
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
6
5
6
6
5
5
4
5
6
5
6
IBM_PRIMARY_system2
3
2
3
3
2
2
2
2
2
2
3
IBM_PRIMARY_system3
5
4
5
5
4
4
5
4
4
4
5
IBM_PRIMARY_system4
3
2
3
3
2
2
2
2
2
2
3
IRST-PRIMARY**
9
9
9
9
10
9
9
9
9
11
9
IRST-SECONDARY-1
12
12
11
12
12
12
11
12
11
14
12
IRST-SECONDARY-2
11
11
10
10
11
11
10
11
10
12
11
LIMSI-PRIMARY
16
16
17
16
16
13
16
13
17
17
17
ROVER
1
1
1
1
1
1
1
1
1
1
1
RWTH-PRIMARY_1
2
6
2
2
6
6
6
6
5
6
2
RWTH-PRIMARY_2
7
7
7
7
7
7
7
7
7
7
7
RWTH-PRIMARY_3
8
8
8
8
8
8
8
8
8
9
8
UKA-PRIMARY_1
13
15
13
15
15
17
15
14
13
15
15
UPC-PRIMARY
10
10
12
11
9
10
12
10
12
8
10
USaar-Primary-Ptolemaios
18
18
16
18
18
18
18
18
14
16
16
UW-PRIMARY-system1
15
14
14
14
14
15
14
16
15
12
14
UW-PRIMARY-system2
14
13
15
13
13
14
13
17
16
10
13
SYSTRAN***
17
17
18
17
17
16
17
15
18
18
18

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

EPPS / ASR Task

SYSTEM - Scoring
AS-WER
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_1
45.3694
9.6345
0.4265
9.7757
0.4374
0.4161
45.9827
45.1101
32.6543
31.6896
0.4953
0.5085
IBM_PRIMARY_2
46.0576
9.5561
0.4228
9.6925
0.4337
0.4132
46.6310
45.7799
32.7834
31.8831
0.4974
0.5092
IBM_PRIMARY_3
46.0863
9.5501
0.4229
9.6847
0.4336
0.4135
46.6402
45.8015
32.8079
31.9169
0.4969
0.5086
IBM_PRIMARY_4
45.2753
9.6496
0.4284
9.7928
0.4394
0.4175
45.9028
45.0210
32.5529
31.5697
0.4966
0.5096
IRST-PRIMARY**
46.8480
9.2131
0.3793
9.3924
0.3918
0.3743
47.5927
46.7416
35.8159
34.8880
0.4852
0.5008
IRST-SECONDARY-1
47.4435
8.7966
0.3583
9.2167
0.3826
0.3542
49.8295
47.2547
38.3384
35.6838
0.4776
0.496
IRST-SECONDARY-2
47.2460
8.8712
0.3626
9.2874
0.3869
0.3579
49.6205
47.0765
38.0189
35.3888
0.4815
0.4981
LIMSI-PRIMARY
48.9893
8.7120
0.3660
8.8667
0.3773
0.3611
49.3717
48.4991
36.1201
35.1584
0.4339
0.4619
RWTH-PRIMARY_1
46.0266
9.3815
0.3944
9.5396
0.4056
0.3901
46.5266
45.6386
35.5670
34.5931
0.4845
0.5039
RWTH-PRIMARY_2
46.5479
9.2870
0.3855
9.4443
0.3968
0.3806
47.0550
46.1456
35.9634
35.0017
0.485
0.5028
UKA-PRIMARY_1
53.4735
8.5306
0.3302
8.8595
0.3490
0.3275
52.2137
50.2258
39.2663
37.1494
0.4521
0.4697
UPC-PRIMARY
48.0449
9.1538
0.3833
9.3439
0.3956
0.3767
48.7510
47.8293
36.5840
35.5609
0.4851
0.4967
SYSTRAN***
54.5987
8.5823
0.3379
8.7153
0.3474
0.3295
53.1631
52.5179
38.7962
38.0281
0.4401
0.4415

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

SYSTEM - Ranking
AS-WER
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_1
2
2
2
2
2
2
2
2
2
2
3
2
IBM_PRIMARY_2
4
3
4
3
3
4
4
4
3
3
2
3
IBM_PRIMARY_3
5
4
3
4
4
3
5
5
4
4
4
4
IBM_PRIMARY_4
1
1
1
1
1
1
1
1
1
1
1
1
IRST-PRIMARY**
7
7
8
7
8
8
7
7
6
6
7
7
IRST-SECONDARY-1
9
10
11
10
10
11
11
9
11
11
9
9
IRST-SECONDARY-2
8
9
10
9
9
10
10
8
10
9
8
8
LIMSI-PRIMARY
11
11
9
11
11
9
9
11
8
8
13
13
RWTH-PRIMARY_1
3
5
5
5
5
5
3
3
5
5
5
5
RWTH-PRIMARY_2
6
6
6
6
6
6
6
6
7
7
6
6
UKA-PRIMARY_1
12
13
13
12
12
13
12
12
13
12
12
12
UPC-PRIMARY
10
8
7
8
7
7
8
10
9
10
11
11
SYSTRAN***
13
12
12
13
13
12
13
13
12
13
10
10

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd


CORTES / FTE Task

SYSTEM - Scoring
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
9.2565
0.4208
9.3459
0.4309
0.4208
47.295
46.5407
34.0746
32.9433
0.4331
0.4323
IBM_PRIMARY_system2
9.2348
0.4198
9.3225
0.4298
0.4198
47.517
46.7733
34.2368
33.116
0.4347
0.4326
IBM_PRIMARY_system3
9.2135
0.4186
9.3009
0.4286
0.4186
47.5804
46.8368
34.3214
33.2006
0.4336
0.4315
IBM_PRIMARY_system4
9.2348
0.4198
9.3225
0.4298
0.4198
47.517
46.7733
34.2368
33.116
0.4347
0.4326
IRST-PRIMARY
8.9627
0.3966
9.1933
0.4154
0.3966
49.4308
48.2008
35.5831
33.7892
0.4259
0.4302
IRST-SECONDARY-1
8.9017
0.3902
9.1336
0.4089
0.3897
49.741
48.4862
35.8052
33.9971
0.4229
0.4281
IRST-SECONDARY-2
8.8837
0.3901
9.1166
0.4089
0.3901
49.8009
48.5673
35.8439
34.0324
0.4233
0.4272
ROVER
9.2672
0.4195
9.5498
0.4411
0.4195
47.4359
45.9169
34.0218
31.96
0.4398
0.4409
RWTH-PRIMARY_1
9.1268
0.4092
9.2122
0.4184
0.4093
48.8704
48.236
35.0509
34.0923
0.4392
0.4355
RWTH-PRIMARY_2
9.0004
0.3987
9.0941
0.4086
0.3988
49.4061
48.7365
35.6325
34.6068
0.4322
0.4291
UED-PRIMARY
8.8454
0.3904
9.0998
0.4102
0.3904
49.9841
48.6907
35.9708
33.9865
0.4266
0.4249
UKA-PRIMARY_1
8.4465
0.3517
8.7506
0.3722
0.351
52.9588
51.26
37.6696
35.273
0.4131
0.4163
UPC-PRIMARY-1
9.0595
0.4037
9.216
0.4175
0.4038
48.2642
47.2914
34.9099
33.479
0.4297
0.4311
UPC-PRIMARY-2
9.0105
0.3942
9.1531
0.4076
0.386
48.2008
47.3831
35.0721
33.8315
0.4119
0.4231
USaar-Primary-Ptolemaios
7.9067
0.311
8.3603
0.3397
0.3111
70.1265
68.5652
39.0477
35.992
0.403
0.4049
UW-PRIMARY-system1
8.7567
0.383
9.0054
0.4012
0.383
50.7137
49.4378
36.422
34.4941
0.4222
0.4203
UW-PRIMARY-system2
8.7815
0.389
9.0327
0.4079
0.389
50.3824
49.0819
36.2986
34.3425
0.4312
0.4286
SYSTRAN**
8.3203
0.3502
8.3277
0.3538
0.3501
52.7368
52.3455
38.667
38.0397
0.3751
0.3679

*cs: case-sensitive
**translation with a commercial cd

SYSTEM - Ranking
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
2
1
2
2
1
1
2
2
2
6
5
IBM_PRIMARY_system2
3
2
3
3
2
3
3
3
3
3
3
IBM_PRIMARY_system3
5
5
5
5
5
5
5
5
5
5
6
IBM_PRIMARY_system4
3
2
3
3
2
3
3
3
3
3
3
IRST-PRIMARY
10
9
8
8
9
10
8
9
7
11
8
IRST-SECONDARY-1
11
12
10
10
12
11
10
11
10
13
11
IRST-SECONDARY-2
12
13
11
10
11
12
11
12
11
12
12
ROVER
1
4
1
1
4
2
1
1
1
1
1
RWTH-PRIMARY_1
6
6
7
6
6
8
9
7
12
2
2
RWTH-PRIMARY_2
9
8
13
12
8
9
13
10
15
7
9
UED-PRIMARY
13
11
12
9
10
13
12
13
9
10
13
UKA-PRIMARY_1
16
16
16
16
16
17
16
16
16
15
16
UPC-PRIMARY-1
7
7
6
7
7
7
6
6
6
9
7
UPC-PRIMARY-2
8
10
9
14
14
6
7
8
8
16
14
USaar-Primary-Ptolemaios
18
18
17
18
18
18
18
18
17
17
17
UW-PRIMARY-system1
15
15
15
15
15
15
15
15
14
14
15
UW-PRIMARY-system2
14
14
14
13
13
14
14
14
13
8
10
SYSTRAN**
17
17
18
17
17
16
17
17
18
18
18

*cs: case-sensitive
**translation with a commercial cd

CORTES / VERBATIM Task

SYSTEM - Scoring
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
10.198
0.5014
10.2841
0.51
0.5014
38.5393
37.7598
28.1115
27.2909
0.5149
0.5216
IBM_PRIMARY_system2
10.198
0.5014
10.2841
0.51
0.5014
38.5393
37.7598
28.1115
27.2909
0.5149
0.5216
IBM_PRIMARY_system3
10.1774
0.4997
10.2633
0.5084
0.4997
38.6246
37.845
28.1936
27.373
0.5135
0.5203
IBM_PRIMARY_system4
10.2067
0.5017
10.2933
0.5105
0.5017
38.4889
37.7061
28.0516
27.2278
0.5145
0.5216
IRST-PRIMARY**
9.6768
0.457
10.0015
0.4797
0.4545
41.6607
40.1805
30.4471
28.7554
0.4879
0.5014
IRST-SECONDARY-1
9.4295
0.4417
9.9331
0.4735
0.4376
43.4787
40.6413
32.2176
29.2067
0.4817
0.4965
IRST-SECONDARY-2
9.4258
0.4418
9.9301
0.4738
0.4386
43.4376
40.5877
32.0882
29.0742
0.4837
0.4976
LIMSI-PRIMARY
8.8798
0.3922
9.004
0.403
0.3872
46.5085
45.5838
33.4359
32.4859
0.4332
0.4495
ROVER
10.2043
0.4965
10.5951
0.5239
0.4935
38.0123
36.0997
28.2252
26.1674
0.5105
0.5254
RWTH-PRIMARY_1
10.2457
0.4988
10.3764
0.5107
0.4933
38.9844
38.1322
28.9416
28.0232
0.4996
0.5176
RWTH-PRIMARY_2
10.1648
0.4916
10.3063
0.5049
0.4882
38.6814
37.7566
28.6039
27.6507
0.5024
0.5159
RWTH-PRIMARY_3
10.0239
0.4786
10.1717
0.4927
0.4786
39.6756
38.6877
28.7996
27.7959
0.5022
0.5114
UKA-PRIMARY_1
9.1095
0.4045
9.6009
0.4357
0.4027
46.4675
43.7248
32.7321
29.6928
0.4635
0.4756
UPC-PRIMARY
9.9062
0.4728
10.0499
0.4846
0.4706
40.3446
39.4862
29.7306
28.8532
0.4822
0.4961
USaar-Primary-Ptolemaios
8.1796
0.3282
8.766
0.3589
0.3283
75.6269
73.4144
35.3138
31.6275
0.4319
0.4427
UW-PRIMARY-system1
9.1093
0.4213
9.5709
0.4496
0.4213
45.9815
43.3619
33.5653
30.6301
0.4803
0.4886
UW-PRIMARY-system2
9.1146
0.4218
9.5821
0.4507
0.4218
45.9436
43.2672
33.5969
30.6459
0.4808
0.4892
SYSTRAN***
9.2589
0.422
9.2691
0.4251
0.4222
44.0121
43.7122
31.8137
31.4791
0.4476
0.4494

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

SYSTEM - Ranking
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_system1
4
2
5
4
2
3
4
2
3
1
2
IBM_PRIMARY_system2
4
2
5
4
2
3
4
2
3
1
2
IBM_PRIMARY_system3
6
4
7
6
4
5
6
4
5
4
5
IBM_PRIMARY_system4
2
1
4
3
1
2
2
1
2
3
2
IRST-PRIMARY **
10
10
10
10
10
10
10
10
9
9
9
IRST-SECONDARY-1
11
12
11
12
12
12
12
13
12
12
11
IRST-SECONDARY-2
12
11
12
11
11
11
11
12
11
10
10
LIMSI-PRIMARY
17
17
17
17
17
17
17
15
18
17
16
ROVER
3
6
1
1
5
1
1
5
1
5
1
RWTH-PRIMARY_1
1
5
2
2
6
7
7
8
8
8
6
RWTH-PRIMARY_2
7
7
3
7
7
6
3
6
6
6
7
RWTH-PRIMARY_3
8
8
8
8
8
8
8
7
7
7
8
UKA-PRIMARY_1
15
16
13
15
16
16
16
14
13
15
15
UPC-PRIMARY
9
9
9
9
9
9
9
9
10
11
12
USaar-Primary-Ptolemaios
18
18
18
18
18
18
18
18
17
18
18
UW-PRIMARY-system1
16
15
15
14
15
15
14
16
14
14
14
UW-PRIMARY-system2
14
14
14
13
14
14
13
17
15
13
13
SYSTRAN***
13
13
16
16
13
13
15
11
16
16
17

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

CORTES / ASR Task

SYSTEM - Scoring
AS-WER
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_1 49.4953
8.7098
0.3606
8.9207
0.373
0.3503
51.5452
50.2448
36.8414
35.4623
0.4713
0.4856
IBM_PRIMARY_2 50.0155
8.6855
0.3573
8.9022
0.3705
0.3487
52.2504
50.9312
36.8004
35.3804
0.4724
0.4845
IBM_PRIMARY_3 50.1642
8.6673
0.3562
8.8826
0.3693
0.347
52.389
51.0823
36.9547
35.5442
0.4709
0.4832
IBM_PRIMARY_4 49.6247
8.7081
0.3621
8.9187
0.3745
0.3516
51.7341
50.4432
36.8603
35.4591
0.4744
0.4869
IRST-PRIMARY** 51.2463
8.0848
0.3053
8.3642
0.3207
0.3026
53.4784
52.008
41.4005
39.7538
0.4508
0.4719
IRST-SECONDARY-1 51.4206
7.7438
0.2909
8.2584
0.3175
0.2891
55.2825
52.2001
43.362
40.0655
0.446
0.4698
IRST-SECONDARY-2 51.2938
7.7858
0.2925
8.2974
0.3192
0.2897
55.2384
52.1497
43.1857
39.9364
0.4496
0.4716
LIMSI-PRIMARY 54.4732
7.5794
0.2839
7.7369
0.2939
0.2796
55.8618
54.848
40.2922
39.2217
0.39
0.4232
RWTH-PRIMARY_1 49.4775
8.3381
0.327
8.5605
0.3394
0.3246
51.7309
50.3644
40.755
39.3161
0.4559
0.481
RWTH-PRIMARY_2 50.1909
8.2783
0.3196
8.4993
0.3321
0.3158
52.4079
51.0666
41.1927
39.7727
0.4553
0.4776
UKA-PRIMARY_1 55.7988
7.6327
0.2712
8.0504
0.2915
0.2672
57.4991
55.0653
43.6328
40.925
0.4255
0.4458
UPC-PRIMARY 51.1048
8.1449
0.3119
8.4083
0.3251
0.3077
53.3304
51.8758
41.4918
39.8986
0.4412
0.4615
SYSTRAN*** 56.3094
7.8623
0.2848
8.0369
0.2942
0.2772
57.4613
56.3656
42.8268
41.602
0.4177
0.4242

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

SYSTEM - Ranking
AS-WER
NIST cs*
BLEU cs*
NIST
BLEU
IBM
mWER cs*
mWER
mPER cs*
mPER
WNM / RECALL
WNM / F-measure
IBM_PRIMARY_1
2
1
2
1
2
2
1
1
2
3
3
2
IBM_PRIMARY_2
4
3
3
3
3
3
4
4
1
1
2
3
IBM_PRIMARY_3
5
4
4
4
4
4
5
6
4
4
4
4
IBM_PRIMARY_4
3
2
1
2
1
1
3
3
3
2
1
1
IRST-PRIMARY**
8
8
8
8
8
8
8
8
8
7
7
7
IRST-SECONDARY-1
10
11
10
10
10
10
10
10
12
11
9
9
IRST-SECONDARY-2
9
10
9
9
9
9
9
9
11
10
8
8
LIMSI-PRIMARY
11
13
12
13
12
11
11
11
5
5
13
13
RWTH-PRIMARY_1
1
5
5
5
5
5
2
2
6
6
5
5
RWTH-PRIMARY_2
6
6
6
6
6
6
6
5
7
8
6
6
UKA-PRIMARY_1
12
12
13
11
13
13
13
12
13
12
11
11
UPC-PRIMARY
7
7
7
7
7
7
7
7
9
9
10
10
SYSTRAN***
13
9
11
12
11
12
12
13
10
13
12
12

*cs: case-sensitive
**submitted the 2006/03/29
***translation with a commercial cd

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