-
Notifications
You must be signed in to change notification settings - Fork 0
/
evaluation.txt
638 lines (486 loc) · 29.1 KB
/
evaluation.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
We evaluated the model on the file dev.conll
This file consists of 6620 sentences.
Out of these 6620 sentences, 6589 sentences are correctly tokenized
26 sentence(s) are not tokenized at all, and return an empty string, these include the following sentence(s):
The ruling Panhellenic~Socialist~Movement ( PASOK ) of Costas~Simitis was re-elected , defeating the liberal-conservative New~Democracy party of Miltiadis~Evert .
The peacock ( Inachis~io ) is a beautiful and easily recognizable butterfly .
My wife 's name is Lidia~Zarębowa .
Ken hugged Tom ’s fiancée .
Actinium was discovered by André-Louis~Debierne in 1899 .
Pierre~Bérégovoy commits suicide .
Spain is called " España " in Spanish .
What is Mika~Kaurismäki 's brother 's name ?
What composer wrote " Die~Götterdämmerung " ?
Pretoria is located in Côte~d'Ivoire .
Albania is called " Shqipëria " in Albanian .
This afternoon , Becker lost to Austrian Gilbert~Schaller ( 2:6 , 2:6 ) .
New elections in Côte~d'Ivoire will take place on July 14 .
He was educated in his native town , and at the university~of~Liège .
NIKOLAI~LENIN ( Vladimir~Illitch~Ulianov )
In January 1896 Röntgen performed the experiment again at a scientific society .
This is an exceptional rosé~wine .
Her name is Tiên .
André~Henri~Constant~van~Hasselt was educated in Maastricht .
Côte~d'Ivoire is located in Africa .
Ivan~IV ( Ivan~the~Terrible ) forced many Tatars to convert from Islam to Christianity .
The movie “ Speed ” was directed by Jan~De~Bont .
Morocco is called " Meṛṛuk " in Berber .
Agnès looked at the brown boats .
Andris~Bērziņš will become the new president of Latvia .
We believed that the object was a UFO ( Unidentified~Flying~Object ) .
5 sentence(s) have an incorrect number of tokens. These include the following sentence(s):
Coventry is a city in the UK .
Christie's is one of the world 's largest auction~houses .
I 'm very fashion - conscious .
The red lamp lights up in case of danger .
The she - wolf is howling .
We evaluated the performance of the tagger on the set of sentences that is correctly tokenized.
The F-Score returns the following score:0.9954945391927913
In total 149 sentences with incorrect tags were found. These were found in the following sentences:
Sentence: A cobbler is also~known~as a shoemaker .
Correct tags: ['AND', 'ROL', 'ENS', 'ALT', 'DIS', 'ROL', 'NIL']
Predicted tags: ['DIS', 'ROL', 'ENS', 'ALT', 'DIS', 'ROL', 'NIL']
Sentence: The results are n't out yet .
Correct tags: ['DEF', 'CON', 'NOW', 'NOT', 'EXS', 'ALT', 'NIL']
Predicted tags: ['DEF', 'CON', 'NOW', 'NOT', 'IST', 'ALT', 'NIL']
Sentence: I 'm not overweight .
Correct tags: ['PRO', 'NOW', 'NOT', 'DEG', 'NIL']
Predicted tags: ['PRO', 'NOW', 'NOT', 'IST', 'NIL']
Sentence: That she behaves this way is odd .
Correct tags: ['SUB', 'PER', 'ENS', 'PRX', 'CON', 'NOW', 'IST', 'NIL']
Predicted tags: ['SUB', 'PRO', 'ENS', 'PRX', 'CON', 'NOW', 'IST', 'NIL']
Sentence: What he did was n't wrong .
Correct tags: ['DIS', 'PRO', 'EPS', 'PST', 'NOT', 'IST', 'NIL']
Predicted tags: ['EMP', 'PRO', 'PST', 'PST', 'NOT', 'IST', 'NIL']
Sentence: Mike entered the room , took off the coat and put in on the chair .
Correct tags: ['PER', 'EPS', 'DEF', 'CON', 'COO', 'EPS', 'REL', 'DEF', 'CON', 'COO', 'EPS', 'PRO', 'REL', 'DEF', 'CON', 'NIL']
Predicted tags: ['PER', 'EPS', 'DEF', 'CON', 'COO', 'EPS', 'REL', 'DEF', 'CON', 'COO', 'EPS', 'REL', 'REL', 'DEF', 'CON', 'NIL']
Sentence: I 'm Tom~Hunter .
Correct tags: ['PRO', 'EQU', 'PER', 'NIL']
Predicted tags: ['PRO', 'ENS', 'PER', 'NIL']
Sentence: I always get an A in math .
Correct tags: ['PRO', 'AND', 'EXS', 'DIS', 'SCO', 'REL', 'CON', 'NIL']
Predicted tags: ['PRO', 'AND', 'ENS', 'DIS', 'SCO', 'REL', 'CON', 'NIL']
Sentence: Who was Woodrow~Wilson 's First~Lady ?
Correct tags: ['QUE', 'EPS', 'PER', 'HAS', 'ROL', 'QUE']
Predicted tags: ['QUE', 'EPS', 'PER', 'HAS', 'HAP', 'QUE']
Sentence: The American people elected Mr Clinton President .
Correct tags: ['DEF', 'GPO', 'CON', 'PER', 'ROL', 'PER', 'CON', 'NIL']
Predicted tags: ['DEF', 'GPO', 'CON', 'EPS', 'ROL', 'PER', 'CON', 'NIL']
Sentence: I am Antonio .
Correct tags: ['PRO', 'EQU', 'PER', 'NIL']
Predicted tags: ['PRO', 'ENS', 'PER', 'NIL']
Sentence: She is leaving at nine~o'clock .
Correct tags: ['PRO', 'FUT', 'EXG', 'REL', 'CLO', 'NIL']
Predicted tags: ['PRO', 'NOW', 'EXG', 'REL', 'CLO', 'NIL']
Sentence: That boy is Tony , is n't he ?
Correct tags: ['DST', 'CON', 'ENS', 'PER', 'NIL', 'ENS', 'NOT', 'PRO', 'QUE']
Predicted tags: ['DST', 'CON', 'ENS', 'PER', 'NIL', 'NOW', 'NOT', 'PRO', 'QUE']
Sentence: You ca n't tickle yourself .
Correct tags: ['AND', 'POS', 'NOT', 'EXS', 'REF', 'NIL']
Predicted tags: ['PRO', 'POS', 'NOT', 'EXS', 'REF', 'NIL']
Sentence: I 'm gonna shoot him .
Correct tags: ['PRO', 'NIL', 'FUT', 'EXS', 'PRO', 'NIL']
Predicted tags: ['PRO', 'ENS', 'FUT', 'EXS', 'PRO', 'NIL']
Sentence: I ca n't get up .
Correct tags: ['PRO', 'POS', 'NOT', 'ENS', 'REL', 'NIL']
Predicted tags: ['PRO', 'POS', 'NOT', 'EXS', 'REL', 'NIL']
Sentence: Oh , I was ill .
Correct tags: ['ITJ', 'NIL', 'PRO', 'PST', 'IST', 'NIL']
Predicted tags: ['CON', 'NIL', 'PRO', 'PST', 'IST', 'NIL']
Sentence: In case it rains , I wo n't go .
Correct tags: ['IMP', 'NIL', 'NIL', 'EFS', 'NIL', 'PRO', 'FUT', 'NOT', 'EXS', 'NIL']
Predicted tags: ['IMP', 'NIL', 'NIL', 'ENS', 'NIL', 'PRO', 'FUT', 'NOT', 'EXS', 'NIL']
Sentence: Tom plays the drums as~well~as the organ .
Correct tags: ['PER', 'ENS', 'DEF', 'CON', 'AND', 'DEF', 'CON', 'NIL']
Predicted tags: ['PER', 'ENS', 'DEF', 'CON', 'REL', 'DEF', 'CON', 'NIL']
Sentence: Tom has big eyes .
Correct tags: ['PER', 'ENS', 'IST', 'CON', 'NIL']
Predicted tags: ['PER', 'ENS', 'DEG', 'CON', 'NIL']
Sentence: I 'm now unarmed .
Correct tags: ['PRO', 'NIL', 'NOW', 'IST', 'NIL']
Predicted tags: ['PRO', 'NOW', 'NOW', 'IST', 'NIL']
Sentence: Is this tea~set complete ?
Correct tags: ['NOW', 'PRX', 'CON', 'IST', 'QUE']
Predicted tags: ['ENS', 'PRX', 'CON', 'IST', 'QUE']
Sentence: Our team defeated our opponent 5-4 .
Correct tags: ['HAS', 'CON', 'EPS', 'HAS', 'CON', 'SCO', 'NIL']
Predicted tags: ['HAS', 'CON', 'EPS', 'HAS', 'ROL', 'SCO', 'NIL']
Sentence: They appointed him as a director .
Correct tags: ['PRO', 'EPS', 'PRO', 'REL', 'DIS', 'CON', 'NIL']
Predicted tags: ['PRO', 'EPS', 'PRO', 'REL', 'DIS', 'ROL', 'NIL']
Sentence: It was Mike that telephoned the police .
Correct tags: ['NIL', 'EQU', 'PER', 'AND', 'EPS', 'DEF', 'CON', 'NIL']
Predicted tags: ['PRO', 'EPS', 'PER', 'AND', 'EPS', 'DEF', 'CON', 'NIL']
Sentence: The small~intestine is about seven meters long .
Correct tags: ['AND', 'CON', 'NIL', 'APX', 'QUC', 'UOM', 'DEG', 'NIL']
Predicted tags: ['DEF', 'CON', 'NOW', 'APX', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: I cooked her dinner .
Correct tags: ['PRO', 'EPS', 'PRO', 'CON', 'NIL']
Predicted tags: ['PRO', 'EPS', 'HAS', 'CON', 'NIL']
Sentence: She is buying a toy for her child .
Correct tags: ['PRO', 'NOW', 'EXG', 'DIS', 'CON', 'REL', 'HAS', 'ROL', 'NIL']
Predicted tags: ['PRO', 'NOW', 'EXG', 'DIS', 'CON', 'REL', 'HAS', 'CON', 'NIL']
Sentence: Tom is in the kitchen microwaving popcorn .
Correct tags: ['PER', 'NOW', 'REL', 'DEF', 'CON', 'EXG', 'CON', 'NIL']
Predicted tags: ['PER', 'ENS', 'REL', 'DEF', 'CON', 'EXG', 'CON', 'NIL']
Sentence: Tom is going to pick me up at 2:30 .
Correct tags: ['PER', 'NIL', 'FUT', 'NIL', 'EXS', 'PRO', 'REL', 'REL', 'CLO', 'NIL']
Predicted tags: ['PER', 'NOW', 'FUT', 'NIL', 'EXS', 'PRO', 'REL', 'REL', 'CLO', 'NIL']
Sentence: Magdalena and Lech are thirteen .
Correct tags: ['PER', 'AND', 'PER', 'NOW', 'QUC', 'NIL']
Predicted tags: ['PER', 'GRP', 'PER', 'NOW', 'QUC', 'NIL']
Sentence: Which animal is small ?
Correct tags: ['QUE', 'CON', 'NOW', 'IST', 'QUE']
Predicted tags: ['QUE', 'CON', 'NOW', 'DEG', 'QUE']
Sentence: I 'm fed~up with his long talks .
Correct tags: ['PRO', 'NOW', 'IST', 'REL', 'HAS', 'IST', 'CON', 'NIL']
Predicted tags: ['PRO', 'NOW', 'IST', 'REL', 'HAS', 'DEG', 'CON', 'NIL']
Sentence: It was half-past~two in the morning .
Correct tags: ['NIL', 'PST', 'CLO', 'REL', 'DEF', 'CON', 'NIL']
Predicted tags: ['PRO', 'PST', 'CLO', 'REL', 'DEF', 'CON', 'NIL']
Sentence: Tom~Online revenues have risen by 38.5 % .
Correct tags: ['ORG', 'CON', 'NOW', 'EXT', 'REL', 'QUC', 'UOM', 'NIL']
Predicted tags: ['PER', 'CON', 'NOW', 'EXT', 'REL', 'QUC', 'UOM', 'NIL']
Sentence: He 's a grouch .
Correct tags: ['PRO', 'NOW', 'DIS', 'ROL', 'NIL']
Predicted tags: ['PRO', 'ENS', 'DIS', 'ROL', 'NIL']
Sentence: My wife 's going to kill me .
Correct tags: ['HAS', 'ROL', 'FUT', 'NIL', 'NIL', 'EXS', 'PRO', 'NIL']
Predicted tags: ['HAS', 'ROL', 'FUT', 'FUT', 'NIL', 'EXS', 'PRO', 'NIL']
Sentence: They drank two bottles of wine .
Correct tags: ['PRO', 'EPS', 'QUC', 'CON', 'REL', 'CON', 'NIL']
Predicted tags: ['PRO', 'EPS', 'QUC', 'CON', 'AND', 'CON', 'NIL']
Sentence: How beautiful she is !
Correct tags: ['EMP', 'IST', 'PRO', 'NOW', 'EMP']
Predicted tags: ['EMP', 'IST', 'PRO', 'ENS', 'EMP']
Sentence: America did away with slavery in 1863 .
Correct tags: ['GPE', 'EPS', 'IST', 'REL', 'CON', 'REL', 'YOC', 'NIL']
Predicted tags: ['GPE', 'PST', 'IST', 'REL', 'CON', 'REL', 'YOC', 'NIL']
Sentence: An Alzheimer patient was in Michigan for an assisted~suicide .
Correct tags: ['DIS', 'CON', 'ROL', 'EPS', 'REL', 'GPE', 'REL', 'DIS', 'CON', 'NIL']
Predicted tags: ['DIS', 'GPO', 'ROL', 'EPS', 'REL', 'GPE', 'REL', 'DIS', 'CON', 'NIL']
Sentence: Tom has been teaching us French .
Correct tags: ['PER', 'NOW', 'PRG', 'EXG', 'PRO', 'CON', 'NIL']
Predicted tags: ['PER', 'NOW', 'PFT', 'EXG', 'PRO', 'CON', 'NIL']
Sentence: My watch is five minutes fast .
Correct tags: ['HAS', 'CON', 'NOW', 'QUC', 'UOM', 'IST', 'NIL']
Predicted tags: ['HAS', 'CON', 'NOW', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: I was born on the 18th of March 1994 .
Correct tags: ['PRO', 'PST', 'EXS', 'REL', 'DEF', 'DOM', 'EQU', 'MOY', 'YOC', 'NIL']
Predicted tags: ['PRO', 'PST', 'EXS', 'REL', 'DEF', 'DOM', 'REL', 'MOY', 'YOC', 'NIL']
Sentence: The United~Nations~Charter was signed in 1945 .
Correct tags: ['DEF', 'ART', 'PST', 'EXS', 'REL', 'YOC', 'NIL']
Predicted tags: ['DEF', 'GPE', 'PST', 'EXS', 'REL', 'YOC', 'NIL']
Sentence: What 's the square~root of 100 ?
Correct tags: ['QUE', 'EXS', 'DEF', 'CON', 'REL', 'QUC', 'QUE']
Predicted tags: ['QUE', 'ENS', 'DEF', 'CON', 'REL', 'QUC', 'QUE']
Sentence: I married on the 1st of June .
Correct tags: ['PRO', 'EPS', 'REL', 'DEF', 'DOM', 'EQU', 'MOY', 'NIL']
Predicted tags: ['PRO', 'EPS', 'REL', 'DEF', 'DOM', 'REL', 'MOY', 'NIL']
Sentence: He 's one of my in-laws .
Correct tags: ['PRO', 'ENS', 'CON', 'REL', 'HAS', 'ROL', 'NIL']
Predicted tags: ['PRO', 'NOW', 'QUC', 'REL', 'HAS', 'IST', 'NIL']
Sentence: What year was President Kennedy killed ?
Correct tags: ['QUE', 'CON', 'PST', 'ROL', 'PER', 'EXS', 'QUE']
Predicted tags: ['QUE', 'UOM', 'PST', 'ROL', 'PER', 'EXS', 'QUE']
Sentence: The table was loaded with fruit .
Correct tags: ['DEF', 'CON', 'PST', 'IST', 'REL', 'CON', 'NIL']
Predicted tags: ['DEF', 'CON', 'PST', 'EXS', 'REL', 'CON', 'NIL']
Sentence: A typical Bavarian breakfast consists of white sausage , wheat~beer and pretzels .
Correct tags: ['AND', 'IST', 'GPO', 'CON', 'ENS', 'REL', 'COL', 'CON', 'REL', 'CON', 'GRP', 'CON', 'NIL']
Predicted tags: ['DIS', 'IST', 'GPO', 'CON', 'ENS', 'REL', 'COL', 'CON', 'REL', 'CON', 'GRP', 'CON', 'NIL']
Sentence: He is anything~but a liar .
Correct tags: ['PRO', 'ENS', 'NOT', 'DIS', 'ROL', 'NIL']
Predicted tags: ['PRO', 'NOW', 'NOT', 'DIS', 'ROL', 'NIL']
Sentence: It 's her favorite Italian word .
Correct tags: ['PRO', 'ENS', 'HAS', 'TOP', 'CON', 'CON', 'NIL']
Predicted tags: ['PRO', 'ENS', 'HAS', 'TOP', 'GPO', 'CON', 'NIL']
Sentence: The old man freed the little fox from the trap .
Correct tags: ['DEF', 'DEG', 'CON', 'EPS', 'DEF', 'DEG', 'CON', 'REL', 'DEF', 'CON', 'NIL']
Predicted tags: ['DEF', 'DEG', 'CON', 'EPS', 'DEF', 'IST', 'CON', 'REL', 'DEF', 'CON', 'NIL']
Sentence: My watch is ten minutes fast .
Correct tags: ['HAS', 'CON', 'NOW', 'QUC', 'UOM', 'IST', 'NIL']
Predicted tags: ['HAS', 'CON', 'NOW', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: I got my bicycle repaired .
Correct tags: ['PRO', 'EPS', 'HAS', 'CON', 'EXS', 'NIL']
Predicted tags: ['PRO', 'PST', 'HAS', 'CON', 'EXS', 'NIL']
Sentence: Tom crawled into bed and pulled the covers over himself .
Correct tags: ['PER', 'EPS', 'REL', 'CON', 'COO', 'EPS', 'DEF', 'CON', 'REL', 'PRO', 'NIL']
Predicted tags: ['PER', 'EPS', 'REL', 'CON', 'COO', 'EPS', 'DEF', 'CON', 'REL', 'REF', 'NIL']
Sentence: It 's eight-thirty .
Correct tags: ['NIL', 'NOW', 'CLO', 'NIL']
Predicted tags: ['PRO', 'NOW', 'CLO', 'NIL']
Sentence: A top-class shearer can shear up~to 150 sheep in one day .
Correct tags: ['AND', 'IST', 'ROL', 'POS', 'EXS', 'TOP', 'QUC', 'CON', 'REL', 'QUC', 'CON', 'NIL']
Predicted tags: ['DIS', 'IST', 'ROL', 'POS', 'EXS', 'TOP', 'QUC', 'CON', 'REL', 'QUC', 'CON', 'NIL']
Sentence: A cherry~tree grows in a garden .
Correct tags: ['DIS', 'CON', 'EXS', 'REL', 'DIS', 'CON', 'NIL']
Predicted tags: ['DIS', 'CON', 'ENS', 'REL', 'DIS', 'CON', 'NIL']
Sentence: What is the name of the head of the Australian Federal~Government ?
Correct tags: ['QUE', 'ENS', 'DEF', 'CON', 'REL', 'DEF', 'ROL', 'REL', 'DEF', 'GPO', 'CON', 'QUE']
Predicted tags: ['QUE', 'ENS', 'DEF', 'CON', 'REL', 'DEF', 'CON', 'REL', 'DEF', 'GPO', 'CON', 'QUE']
Sentence: What city is the Liberty~Bell currently located in ?
Correct tags: ['QUE', 'CON', 'NOW', 'DEF', 'ART', 'NOW', 'IST', 'REL', 'QUE']
Predicted tags: ['QUE', 'CON', 'ENS', 'DEF', 'ART', 'NOW', 'IST', 'REL', 'QUE']
Sentence: The Swallows are ahead 4~to~1 !
Correct tags: ['DEF', 'ORG', 'NOW', 'IST', 'SCO', 'NIL']
Predicted tags: ['DEF', 'ORG', 'NOW', 'IST', 'SCO', 'EMP']
Sentence: Your O's resemble your A's .
Correct tags: ['HAS', 'CON', 'ENS', 'HAS', 'CON', 'NIL']
Predicted tags: ['HAS', 'CON', 'ENS', 'HAS', 'DIS', 'NIL']
Sentence: I had a tooth pulled .
Correct tags: ['PRO', 'PST', 'DIS', 'CON', 'EXT', 'NIL']
Predicted tags: ['PRO', 'PST', 'DIS', 'CON', 'EPS', 'NIL']
Sentence: This watch is ten minutes fast .
Correct tags: ['PRX', 'CON', 'NOW', 'QUC', 'UOM', 'IST', 'NIL']
Predicted tags: ['PRX', 'CON', 'NOW', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: I 'm going to puke .
Correct tags: ['PRO', 'NIL', 'FUT', 'NIL', 'EXS', 'NIL']
Predicted tags: ['PRO', 'NOW', 'EXG', 'NIL', 'EXS', 'NIL']
Sentence: A man of wealth has to pay a lot of income~tax .
Correct tags: ['AND', 'CON', 'REL', 'CON', 'NEC', 'NIL', 'EXS', 'DIS', 'QUV', 'REL', 'CON', 'NIL']
Predicted tags: ['DIS', 'CON', 'REL', 'CON', 'NEC', 'NIL', 'EXS', 'DIS', 'QUV', 'REL', 'CON', 'NIL']
Sentence: A book can excite .
Correct tags: ['AND', 'CON', 'POS', 'EXS', 'NIL']
Predicted tags: ['DIS', 'CON', 'POS', 'EXS', 'NIL']
Sentence: The train pulled out two hours ago .
Correct tags: ['DEF', 'CON', 'EPS', 'REF', 'QUC', 'UOM', 'PST', 'NIL']
Predicted tags: ['DEF', 'CON', 'EPS', 'APX', 'QUC', 'UOM', 'PST', 'NIL']
Sentence: Altogether 15 people were rescued by police .
Correct tags: ['EQU', 'QUC', 'CON', 'PST', 'EXS', 'REL', 'CON', 'NIL']
Predicted tags: ['PER', 'QUC', 'CON', 'PST', 'EXS', 'REL', 'CON', 'NIL']
Sentence: They elected John the captain of the team .
Correct tags: ['PRO', 'EPS', 'PER', 'DEF', 'CON', 'REL', 'DEF', 'CON', 'NIL']
Predicted tags: ['PRO', 'EPS', 'PER', 'DEF', 'ROL', 'REL', 'DEF', 'CON', 'NIL']
Sentence: One , three , five , seven and nine are odd numbers .
Correct tags: ['CON', 'REL', 'CON', 'REL', 'CON', 'REL', 'CON', 'GRP', 'CON', 'ENS', 'IST', 'CON', 'NIL']
Predicted tags: ['QUC', 'REL', 'QUC', 'REL', 'CON', 'REL', 'CON', 'GRP', 'CON', 'ENS', 'IST', 'CON', 'NIL']
Sentence: He is anything~but a gentleman .
Correct tags: ['PRO', 'ENS', 'NOT', 'DIS', 'CON', 'NIL']
Predicted tags: ['PRO', 'NOW', 'NOT', 'DIS', 'CON', 'NIL']
Sentence: Neither he nor I speak Spanish .
Correct tags: ['NOT', 'PRO', 'NOT', 'PRO', 'EXS', 'CON', 'NIL']
Predicted tags: ['NOT', 'PRO', 'NOT', 'PRO', 'ENS', 'CON', 'NIL']
Sentence: She 's at~most 20 years old .
Correct tags: ['PRO', 'NOW', 'TOP', 'QUC', 'UOM', 'DEG', 'NIL']
Predicted tags: ['PRO', 'NOW', 'NOT', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: He gave her mouth-to-mouth~resuscitation .
Correct tags: ['PRO', 'EPS', 'PRO', 'CON', 'NIL']
Predicted tags: ['PRO', 'EPS', 'HAS', 'CON', 'NIL']
Sentence: She 's a knockout .
Correct tags: ['PRO', 'NOW', 'DIS', 'ROL', 'NIL']
Predicted tags: ['PRO', 'ENS', 'DIS', 'ROL', 'NIL']
Sentence: We have lunch at midday .
Correct tags: ['PRO', 'EFS', 'CON', 'REL', 'CLO', 'NIL']
Predicted tags: ['PRO', 'ENS', 'CON', 'REL', 'CLO', 'NIL']
Sentence: My clock is two minutes fast .
Correct tags: ['HAS', 'CON', 'NOW', 'QUC', 'UOM', 'IST', 'NIL']
Predicted tags: ['HAS', 'CON', 'NOW', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: Capt. Scott reached Scott~Island in December 1902 .
Correct tags: ['ROL', 'PER', 'EPS', 'GPE', 'REL', 'MOY', 'YOC', 'NIL']
Predicted tags: ['FUT', 'PER', 'EPS', 'PER', 'REL', 'MOY', 'YOC', 'NIL']
Sentence: How small your cat is !
Correct tags: ['EMP', 'DEG', 'HAS', 'CON', 'NOW', 'EMP']
Predicted tags: ['EMP', 'DEG', 'HAS', 'CON', 'ENS', 'EMP']
Sentence: My native~language is Japanese .
Correct tags: ['HAS', 'CON', 'ENS', 'CON', 'NIL']
Predicted tags: ['HAS', 'CON', 'ENS', 'GPO', 'NIL']
Sentence: Bob bragged about his big boat .
Correct tags: ['PER', 'EPS', 'REL', 'HAS', 'IST', 'CON', 'NIL']
Predicted tags: ['PER', 'EPS', 'REL', 'HAS', 'DEG', 'CON', 'NIL']
Sentence: He , as~well~as his sister , are invited to the party .
Correct tags: ['PRO', 'GRP', 'ALT', 'HAS', 'ROL', 'EQU', 'NOW', 'EXS', 'REL', 'DEF', 'CON', 'NIL']
Predicted tags: ['PRO', 'NIL', 'ALT', 'HAS', 'ROL', 'NIL', 'NOW', 'EXS', 'REL', 'DEF', 'CON', 'NIL']
Sentence: A shipwreck took place in the North~Sea .
Correct tags: ['DIS', 'CON', 'EPS', 'NIL', 'REL', 'DEF', 'GEO', 'NIL']
Predicted tags: ['DIS', 'CON', 'EPS', 'NIL', 'REL', 'DEF', 'GPE', 'NIL']
Sentence: What ship did the oil~tanker " New~World " crash into ?
Correct tags: ['QUE', 'CON', 'PST', 'DEF', 'CON', 'NIL', 'NTH', 'NIL', 'EXS', 'REL', 'QUE']
Predicted tags: ['QUE', 'CON', 'PST', 'DEF', 'CON', 'NIL', 'ART', 'NIL', 'EXS', 'REL', 'QUE']
Sentence: Which countries were visited by first~lady Hillary~Clinton ?
Correct tags: ['QUE', 'CON', 'PST', 'EXS', 'REL', 'ROL', 'PER', 'QUE']
Predicted tags: ['QUE', 'CON', 'PST', 'EXS', 'REL', 'QUC', 'PER', 'QUE']
Sentence: I 'm travelling to Paris tomorrow .
Correct tags: ['PRO', 'FUT', 'EXG', 'REL', 'GPE', 'FUT', 'NIL']
Predicted tags: ['PRO', 'NOW', 'EXG', 'REL', 'GPE', 'FUT', 'NIL']
Sentence: What is two plus two ?
Correct tags: ['QUE', 'EXS', 'QUC', 'CON', 'QUC', 'QUE']
Predicted tags: ['QUE', 'ENS', 'QUC', 'CON', 'QUC', 'QUE']
Sentence: Tom was very angry with Mary and it took her a long time to placate him .
Correct tags: ['PER', 'PST', 'INT', 'IST', 'REL', 'PER', 'AND', 'NIL', 'EPS', 'PRO', 'DIS', 'DEG', 'CON', 'NIL', 'EXS', 'PRO', 'NIL']
Predicted tags: ['PER', 'PST', 'INT', 'IST', 'REL', 'PER', 'COO', 'NIL', 'EPS', 'PRO', 'DIS', 'DEG', 'CON', 'NIL', 'EXS', 'PRO', 'NIL']
Sentence: Whenever I visited the island , I was impressed with the beauty of nature .
Correct tags: ['IMP', 'PRO', 'EPS', 'DEF', 'CON', 'NIL', 'PRO', 'PST', 'IST', 'REL', 'DEF', 'CON', 'REL', 'CON', 'NIL']
Predicted tags: ['IMP', 'PRO', 'EPS', 'DEF', 'CON', 'NIL', 'PRO', 'PST', 'IST', 'REL', 'DEF', 'ROL', 'REL', 'CON', 'NIL']
Sentence: Marian and Harry have long hair .
Correct tags: ['PER', 'AND', 'PER', 'ENS', 'DEG', 'CON', 'NIL']
Predicted tags: ['PER', 'GRP', 'PER', 'ENS', 'DEG', 'CON', 'NIL']
Sentence: Italy beat Kazakhstan .
Correct tags: ['ORG', 'EPS', 'ORG', 'NIL']
Predicted tags: ['GPE', 'EPS', 'ORG', 'NIL']
Sentence: We elected him mayor .
Correct tags: ['PRO', 'EPS', 'PRO', 'ROL', 'NIL']
Predicted tags: ['PRO', 'EPS', 'PRO', 'CON', 'NIL']
Sentence: Some of the books that he has are English novels .
Correct tags: ['DIS', 'REL', 'DEF', 'CON', 'AND', 'PRO', 'ENS', 'ENS', 'CON', 'CON', 'NIL']
Predicted tags: ['DIS', 'REL', 'DEF', 'CON', 'AND', 'PRO', 'ENS', 'ENS', 'GPO', 'CON', 'NIL']
Sentence: You should go to the dentist and have that tooth pulled out .
Correct tags: ['PRO', 'NEC', 'EXS', 'REL', 'DEF', 'ROL', 'AND', 'FUT', 'DST', 'CON', 'EXS', 'REL', 'NIL']
Predicted tags: ['PRO', 'NEC', 'EXS', 'REL', 'DEF', 'ROL', 'COO', 'FUT', 'DST', 'CON', 'EPS', 'REL', 'NIL']
Sentence: Canada beat USA .
Correct tags: ['ORG', 'EPS', 'ORG', 'NIL']
Predicted tags: ['GPE', 'EPS', 'ORG', 'NIL']
Sentence: Dan and Linda adopted a young boy from Cambodia .
Correct tags: ['PER', 'GRP', 'PER', 'EPS', 'DIS', 'IST', 'CON', 'REL', 'GPE', 'NIL']
Predicted tags: ['PER', 'GRP', 'PER', 'EPS', 'DIS', 'DEG', 'CON', 'REL', 'GPE', 'NIL']
Sentence: It 's not your fault , it 's Alison 's .
Correct tags: ['PRO', 'ENS', 'NOT', 'HAS', 'CON', 'BUT', 'PRO', 'ENS', 'PER', 'HAS', 'NIL']
Predicted tags: ['PRO', 'ENS', 'NOT', 'HAS', 'CON', 'NIL', 'PRO', 'ENS', 'PER', 'HAS', 'NIL']
Sentence: Tom 's my cousin .
Correct tags: ['PER', 'NOW', 'HAS', 'ROL', 'NIL']
Predicted tags: ['PER', 'ENS', 'HAS', 'ROL', 'NIL']
Sentence: The score is one~all .
Correct tags: ['DEF', 'CON', 'ENS', 'SCO', 'NIL']
Predicted tags: ['DEF', 'CON', 'ENS', 'QUC', 'NIL']
Sentence: I 'm a tennis~player .
Correct tags: ['PRO', 'NOW', 'DIS', 'ROL', 'NIL']
Predicted tags: ['PRO', 'ENS', 'DIS', 'ROL', 'NIL']
Sentence: I 'm a friend of Tom and Mary 's .
Correct tags: ['PRO', 'ENS', 'DIS', 'ROL', 'REL', 'PER', 'GRP', 'PER', 'NIL', 'NIL']
Predicted tags: ['PRO', 'ENS', 'DIS', 'ROL', 'REL', 'PER', 'GRP', 'PER', 'HAS', 'NIL']
Sentence: She was appointed chairperson .
Correct tags: ['PRO', 'PST', 'EPS', 'CON', 'NIL']
Predicted tags: ['PRO', 'PST', 'EXS', 'CON', 'NIL']
Sentence: The list of known errors in this specification is available at http://www.w3.org/XML/xml-19980210-errata .
Correct tags: ['DEF', 'CON', 'REL', 'EXT', 'CON', 'REL', 'PRX', 'CON', 'NOW', 'IST', 'REL', 'CTC', 'NIL']
Predicted tags: ['DEF', 'CON', 'REL', 'IST', 'CON', 'REL', 'PRX', 'CON', 'NOW', 'IST', 'REL', 'CTC', 'NIL']
Sentence: How high is Mt.~Hood ?
Correct tags: ['QUE', 'IST', 'NOW', 'GEO', 'QUE']
Predicted tags: ['QUE', 'DEG', 'NOW', 'GEO', 'QUE']
Sentence: In India , the cow is a sacred animal .
Correct tags: ['REL', 'GPE', 'NIL', 'AND', 'CON', 'ENS', 'DIS', 'IST', 'CON', 'NIL']
Predicted tags: ['REL', 'GPE', 'NIL', 'DEF', 'CON', 'ENS', 'DIS', 'IST', 'CON', 'NIL']
Sentence: The pond is 3 meters deep .
Correct tags: ['DEF', 'CON', 'NOW', 'QUC', 'UOM', 'SST', 'NIL']
Predicted tags: ['DEF', 'CON', 'NOW', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: The birch has white bark .
Correct tags: ['AND', 'CON', 'EXS', 'COL', 'CON', 'NIL']
Predicted tags: ['DEF', 'CON', 'EXS', 'COL', 'CON', 'NIL']
Sentence: How high is Mount~Kinabalu ?
Correct tags: ['QUE', 'DEG', 'ENS', 'GEO', 'QUE']
Predicted tags: ['QUE', 'DEG', 'NOW', 'GEO', 'QUE']
Sentence: Five plus two equals seven .
Correct tags: ['QUC', 'CON', 'QUC', 'ENS', 'QUC', 'NIL']
Predicted tags: ['QUC', 'CON', 'QUC', 'EXS', 'QUC', 'NIL']
Sentence: One euro is one-point-five dollars .
Correct tags: ['QUC', 'UOM', 'ENS', 'QUC', 'UOM', 'NIL']
Predicted tags: ['QUC', 'UOM', 'NOW', 'QUC', 'UOM', 'NIL']
Sentence: The air we breathe consists of oxygen and nitrogen .
Correct tags: ['DEF', 'CON', 'DIS', 'ENS', 'ENS', 'REL', 'CON', 'GRP', 'CON', 'NIL']
Predicted tags: ['DEF', 'CON', 'PRO', 'ENS', 'ENS', 'REL', 'CON', 'GRP', 'CON', 'NIL']
Sentence: Millie is n't drinking water .
Correct tags: ['PER', 'NOW', 'NOT', 'EXS', 'CON', 'NIL']
Predicted tags: ['PER', 'NOW', 'NOT', 'EXG', 'CON', 'NIL']
Sentence: You can not tame a wolf .
Correct tags: ['AND', 'POS', 'NOT', 'EXS', 'DIS', 'CON', 'NIL']
Predicted tags: ['PRO', 'POS', 'NOT', 'EXS', 'DIS', 'CON', 'NIL']
Sentence: Tom is n't a bad coach .
Correct tags: ['PER', 'NOW', 'NOT', 'DIS', 'IST', 'ROL', 'NIL']
Predicted tags: ['PER', 'ENS', 'NOT', 'DIS', 'IST', 'ROL', 'NIL']
Sentence: In August , I 'm going to Japan with my friends .
Correct tags: ['REL', 'MOY', 'NIL', 'PRO', 'FUT', 'EXG', 'REL', 'GPE', 'REL', 'HAS', 'ROL', 'NIL']
Predicted tags: ['REL', 'MOY', 'NIL', 'PRO', 'NOW', 'EXG', 'REL', 'GPE', 'REL', 'HAS', 'ROL', 'NIL']
Sentence: A banana is yellow .
Correct tags: ['AND', 'CON', 'NOW', 'COL', 'NIL']
Predicted tags: ['DIS', 'CON', 'NOW', 'COL', 'NIL']
Sentence: The right arm of the Statue~of~Liberty is 42 feet long .
Correct tags: ['DEF', 'IST', 'CON', 'REL', 'DEF', 'ART', 'NOW', 'QUC', 'UOM', 'IST', 'NIL']
Predicted tags: ['DEF', 'IST', 'CON', 'REL', 'DEF', 'ART', 'NOW', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: It 's raining again !
Correct tags: ['NIL', 'NOW', 'EXG', 'ALT', 'NIL']
Predicted tags: ['NIL', 'NOW', 'EXG', 'ALT', 'EMP']
Sentence: Tom was sent to Coventry .
Correct tags: ['PER', 'PST', 'EXS', 'REL', 'NIL', 'NIL']
Predicted tags: ['PER', 'PST', 'EXS', 'REL', 'MOY', 'NIL']
Sentence: She has never danced with him .
Correct tags: ['PRO', 'NOW', 'NOT', 'EXS', 'REL', 'PRO', 'NIL']
Predicted tags: ['PRO', 'NOW', 'NOT', 'EXT', 'REL', 'PRO', 'NIL']
Sentence: Tom picked up the saltshaker and salted his eggs .
Correct tags: ['PER', 'EPS', 'REL', 'DEF', 'CON', 'AND', 'EPS', 'HAS', 'CON', 'NIL']
Predicted tags: ['PER', 'EPS', 'REL', 'DEF', 'CON', 'COO', 'EPS', 'HAS', 'CON', 'NIL']
Sentence: I am tall .
Correct tags: ['PRO', 'NOW', 'IST', 'NIL']
Predicted tags: ['PRO', 'NOW', 'DEG', 'NIL']
Sentence: I brought you red roses .
Correct tags: ['PRO', 'EPS', 'DIS', 'COL', 'CON', 'NIL']
Predicted tags: ['PRO', 'EPS', 'PRO', 'COL', 'CON', 'NIL']
Sentence: The elephant is grey .
Correct tags: ['AND', 'CON', 'NOW', 'COL', 'NIL']
Predicted tags: ['DEF', 'CON', 'NOW', 'COL', 'NIL']
Sentence: Which baseball star stole 130 bases in 1982 ?
Correct tags: ['QUE', 'CON', 'ROL', 'EPS', 'QUC', 'CON', 'REL', 'YOC', 'QUE']
Predicted tags: ['QUE', 'CON', 'CON', 'EPS', 'QUC', 'CON', 'REL', 'YOC', 'QUE']
Sentence: I am very , very sorry .
Correct tags: ['PRO', 'NOW', 'EMP', 'NIL', 'INT', 'IST', 'NIL']
Predicted tags: ['PRO', 'NOW', 'INT', 'NIL', 'INT', 'IST', 'NIL']
Sentence: Mr Hawk is a kind gentleman .
Correct tags: ['ROL', 'PER', 'ENS', 'DIS', 'IST', 'ROL', 'NIL']
Predicted tags: ['ROL', 'PER', 'ENS', 'DIS', 'IST', 'CON', 'NIL']
Sentence: A cat abhors a vacuum .
Correct tags: ['AND', 'CON', 'ENS', 'DIS', 'CON', 'NIL']
Predicted tags: ['DIS', 'CON', 'ENS', 'DIS', 'CON', 'NIL']
Sentence: The wall is two meters thick .
Correct tags: ['DEF', 'CON', 'NOW', 'QUC', 'UOM', 'IST', 'NIL']
Predicted tags: ['DEF', 'CON', 'NOW', 'QUC', 'UOM', 'DEG', 'NIL']
Sentence: What award did director Quentin~Tarantino 's film , " Pulp~Fiction " , win in the Cannes~Film~Festival ?
Correct tags: ['QUE', 'CON', 'PST', 'ROL', 'PER', 'HAS', 'CON', 'REL', 'NIL', 'ART', 'NIL', 'NIL', 'EXS', 'REL', 'DEF', 'HAP', 'QUE']
Predicted tags: ['QUE', 'CON', 'PST', 'ROL', 'PER', 'HAS', 'CON', 'NIL', 'NIL', 'ART', 'NIL', 'NIL', 'EXS', 'REL', 'DEF', 'HAP', 'QUE']
Sentence: A dog is a clever animal .
Correct tags: ['AND', 'CON', 'ENS', 'DIS', 'IST', 'CON', 'NIL']
Predicted tags: ['DIS', 'CON', 'ENS', 'DIS', 'IST', 'CON', 'NIL']
Sentence: People should love one~another .
Correct tags: ['CON', 'NEC', 'EXS', 'REF', 'NIL']
Predicted tags: ['CON', 'NEC', 'EXS', 'QUC', 'NIL']
Sentence: It is not raining .
Correct tags: ['NIL', 'NOW', 'NOT', 'EXG', 'NIL']
Predicted tags: ['PRO', 'NOW', 'NOT', 'EXG', 'NIL']
Sentence: The government has imposed a new tax on wine .
Correct tags: ['DEF', 'CON', 'NOW', 'EXS', 'DIS', 'IST', 'CON', 'REL', 'CON', 'NIL']
Predicted tags: ['DEF', 'CON', 'NOW', 'EXT', 'DIS', 'IST', 'CON', 'REL', 'CON', 'NIL']
Sentence: Where is the national~hurricane~center located ?
Correct tags: ['QUE', 'NOW', 'DEF', 'ORG', 'IST', 'QUE']
Predicted tags: ['QUE', 'ENS', 'DEF', 'ORG', 'IST', 'QUE']
Sentence: He 's dark and handsome .
Correct tags: ['PRO', 'NOW', 'IST', 'AND', 'IST', 'NIL']
Predicted tags: ['PRO', 'NOW', 'IST', 'COO', 'IST', 'NIL']
Sentence: If I had money , I could buy it .
Correct tags: ['IMP', 'PRO', 'EXS', 'CON', 'NIL', 'PRO', 'POS', 'EXS', 'PRO', 'NIL']
Predicted tags: ['IMP', 'PRO', 'EPS', 'CON', 'NIL', 'PRO', 'POS', 'EXS', 'PRO', 'NIL']
Sentence: He 's a very capable business~man .
Correct tags: ['PRO', 'ENS', 'DIS', 'INT', 'IST', 'ROL', 'NIL']
Predicted tags: ['PRO', 'NOW', 'DIS', 'INT', 'IST', 'ROL', 'NIL']
Sentence: Tom is a friend of Mary 's .
Correct tags: ['PER', 'ENS', 'DIS', 'ROL', 'REL', 'PER', 'NIL', 'NIL']
Predicted tags: ['PER', 'ENS', 'DIS', 'ROL', 'REL', 'PER', 'HAS', 'NIL']
Sentence: Lincoln was elected President in 1860 .
Correct tags: ['PER', 'PST', 'EXS', 'ROL', 'REL', 'YOC', 'NIL']
Predicted tags: ['PER', 'PST', 'EXS', 'CON', 'REL', 'YOC', 'NIL']
Sentence: Neither Tom nor Mary speaks Spanish .
Correct tags: ['NOT', 'PER', 'DIS', 'PER', 'ENS', 'CON', 'NIL']
Predicted tags: ['NOT', 'PER', 'NOT', 'PER', 'ENS', 'CON', 'NIL']
Sentence: The president appointed a new manager .
Correct tags: ['DEF', 'ROL', 'EPS', 'DIS', 'IST', 'ROL', 'NIL']
Predicted tags: ['DEF', 'ROL', 'EPS', 'DIS', 'IST', 'CON', 'NIL']
Sentence: It 's a~quarter~to~two .
Correct tags: ['NIL', 'NOW', 'CLO', 'NIL']
Predicted tags: ['PRO', 'NOW', 'CLO', 'NIL']
Sentence: Lida is a close friend of Mary 's .
Correct tags: ['PER', 'ENS', 'DIS', 'IST', 'ROL', 'REL', 'PER', 'NIL', 'NIL']
Predicted tags: ['PER', 'ENS', 'DIS', 'IST', 'ROL', 'REL', 'PER', 'HAS', 'NIL']
Sentence: I am singing with my children .
Correct tags: ['PRO', 'NOW', 'EXG', 'REL', 'HAS', 'ROL', 'NIL']
Predicted tags: ['PRO', 'NOW', 'EXG', 'REL', 'HAS', 'CON', 'NIL']
Sentence: Tom is playing the violin now .
Correct tags: ['PER', 'NOW', 'EXG', 'DEF', 'CON', 'NIL', 'NIL']
Predicted tags: ['PER', 'NOW', 'EXG', 'DEF', 'CON', 'NOW', 'NIL']