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stopwords.txt
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2 , 690644
3 . 577046
4 of 477104
5 a 369815
6 and 332430
7 to 292400
8 in 284156
9 ) 238267
10 ( 232910
11 is 188510
12 for 161306
13 that 132681
14 we 129181
15 this 100779
16 as 100534
17 are 96119
18 on 95810
19 with 84702
20 be 80156
21 by 77797
22 i 72981
23 : 72344
24 t 67329
25 an 66137
26 e 64859
27 from 61427
28 which 58212
29 s 53273
30 it 52443
31 can 51600
32 language 49596
33 or 45788
34 n 43347
35 not 42064
36 our 41142
37 system 41012
38 r 39460
39 o 38116
41 ; 36344
43 have 35146
47 l 31618
48 [ 31294
49 paper 31066
50 ] 30809
51 these 30273
52 such 29917
54 `` 29480
55 has 29123
56 used 28932
57 one 28541
58 '' 28372
59 two 27542
60 using 27263
61 at 26839
63 c 26015
64 more 25228
66 ' 23540
67 each 23472
68 between 23209
69 also 23121
70 results 23060
71 % 22799
73 use 22581
74 h 22515
75 1 22049
76 approach 21717
77 different 21715
78 other 21233
80 but 20978
82 been 20854
83 into 20701
84 all 20658
85 their 20587
86 p 20478
87 was 20417
89 models 20049
90 will 18924
91 some 18874
92 f 18798
93 systems 18713
94 method 18561
95 only 18092
96 2 18063
97 d 17913
98 they 17702
99 its 17528
100 than 17306
101 task 17084
105 new 16644
106 { 16593
108 ’ 16500
109 work 16495
110 both 16471
111 show 16367
112 if 16169
114 number 15873
115 et 15800
116 } 15790
117 there 15706
118 ~ 15694
119 present 15686
120 sentences 15631
122 were 15031
123 - 14986
125 u 14820
128 when 14480
132 m 13755
134 most 13669
135 first 13647
137 may 13510
138 ” 13486
140 how 13101
141 b 13032
142 however 12957
145 problem 12800
148 = 12565
149 given 12522
151 “ 12414
152 3 12347
153 where 12296
154 methods 12286
156 same 11681
157 about 11506
158 research 11459
159 processing 11355
160 's 11309
161 * 11241
162 algorithm 11200
163 over 11122
164 g 10956
165 time 10943
166 no 10877
167 process 10826
168 well 10778
171 any 10681
172 many 10668
173 y 10636
174 > 10322
175 large 10085
178 x 9997
179 input 9886
180 proposed 9799
181 propose 9704
182 so 9622
183 while 9597
185 -- 9577
187 three 9483
188 case 9407
189 w 9407
190 possible 9347
192 form 9284
194 them 9243
196 would 9142
198 section 9065
200 several 8999
201 < 8958
202 do 8922
206 v 8764
207 ? 8740
209 4 8652
210 what 8632
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213 very 8466
218 tasks 8374
20 al. 8311
221 study 8240
222 available 8165
223 approaches 8063
225 because 7979
233 following 7701
234 al 7627
235 way 7587
236 & 7586
237 should 7584
238 out 7539
239 accuracy 7532
240 important 7483
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243 since 7423
246 general 7333
247 particular 7290
248 part 7285
249 describe 7280
251 second 7184
253 various 7077
255 those 7055
256 provide 7014
257 simple 6944
259 • 6858
265 0 6750
266 output 6743
267 like 6736
269 previous 6679
274 through 6616
275 within 6549
276 5 6527
279 must 6462
280 could 6444
282 does 6412
287 up 6256
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289 being 6201
290 existing 6170
292 further 6142
293 related 6135
295 developed 6081
296 similar 6058
297 make 6049
298 without 6049
299 better 6042
300 even 6030
301 current 5966
303 development 5915
304 best 5902
305 here 5881
307 1. 5825
308 shown 5819
309 found 5806
313 state 5761
314 ! 5746
315 problems 5712
323 novel 5480
324 need 5472
325 k 5470
326 + 5467
327 result 5392
329 including 5349
337 much 5244
338 2. 5212
340 made 5190
343 ‘ 5132
344 another 5125
347 see 5104
349 high 5059
350 main 5057
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357 he 4955
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366 whether 4803
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371 project 4757
373 therefore 4754
376 6 4710
377 describes 4703
380 after 4680
382 e.g. 4636
385 state-of-the-art 4557
390 small 4534
391 $ 4528
392 correct 4526
397 experimental 4464
398 specific 4453
399 provides 4452
400 generated 4452
401 algorithms 4451
402 rather 4447
403 # 4443
404 relevant 4426
406 cases 4414
407 e.g 4414
408 under 4409
410 basic 4375
411 during 4373
412 according 4370
413 forms 4353
414 means 4349
417 called 4331
418 although 4328
419 score 4328
422 useful 4289
423 j 4285
425 trained 4283
429 either 4229
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431 introduction 4210
434 able 4197
435 obtained 4197
437 compared 4196
438 properties 4186
439 above 4177
443 string 4106
444 ... 4101
445 recent 4091
446 base 4075
448 baseline 4020
453 7 4005
455 demonstrate 3980
456 allows 3958
457 corresponding 3952
458 identify 3944
459 first 3938
460 certain 3926
461 across 3924
463 contains 3916
464 / 3915
468 introduce 3852
469 \ 3829
470 support 3822
474 less 3784
475 due 3780
478 good 3758
479 consider 3757
480 take 3756
482 generate 3726
483 value 3724
488 find 3686
489 goal 3679
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491 written 3674
492 original 3665
493 four 3664
494 np 3653
495 associated 3646
497 finally 3608
498 datasets 3587
500 include 3567
504 who 3529
505 scores 3517
508 experiment 3488
510 additional 3472
513 3. 3448
515 account 3440
516 instance 3430
517 represent 3423
518 university 3418
519 8 3407
520 produce 3403
523 might 3394
524 defined 3393
526 etc 3375
527 discuss 3374
529 appropriate 3357
530 considered 3345
534 size 3340
535 still 3325
536 values 3324
537 necessary 3307
539 designed 3298
542 10 3288
543 now 3285
544 effective 3269
545 q 3267
547 perform 3251
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549 help 3244
552 people 3234
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556 architecture 3214
557 had 3211
558 technology 3208
559 achieve 3194
560 limited 3189
565 you 3171
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567 represented 3163
571 improvement 3141
572 before 3140
578 next 3123
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583 usually 3091
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588 9 3064
591 few 3021
592 known 3018
593 compare 3010
600 end 2986
601 world 2983
603 build 2974
605 directly 2969
606 functions 2969
607 key 2967
611 technique 2947
613 program 2941
614 every 2939
615 resulting 2938
617 give 2928
618 derived 2921
619 amount 2920
621 learn 2918
622 article 2917
623 major 2916
624 procedure 2915
629 address 2894
631 long 2889
633 i.e. 2879
635 requires 2873
636 report 2866
637 significant 2864
638 contain 2857
639 done 2846
640 produced 2843
643 potential 2821
644 apply 2819
645 issues 2813
646 keywords 2811
648 just 2805
649 his 2803
651 z 2787
652 performed 2786
655 investigate 2761
656 future 2751
657 view 2751
658 overall 2749
661 together 2737
662 parts 2732
663 outperforms 2727
672 improvements 2701
673 especially 2700
675 short 2691
676 items 2690
677 instead 2680
678 via 2680
682 achieved 2665
684 points 2661
695 develop 2624
697 – 2620
698 articles 2611
699 ways 2611
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702 kind 2604
707 comparison 2586
709 abstract 2571
714 determine 2558
715 allow 2556
716 created 2554
717 whose 2552
718 require 2548
719 2012 2547
725 taken 2517
726 create 2513
729 john 2505
736 prediction 2491
737 effect 2490
738 obtain 2486
739 respect 2483
741 includes 2469
744 implementation 2463
745 far 2460
746 purpose 2458
748 evidence 2455
752 containing 2447
754 difficult 2423
755 respectively 2419
759 instances 2410
761 below 2385
764 yet 2375
765 mechanism 2374
766 recently 2370
767 furthermore 2369
773 highly 2353
774 hypothesis 2349
776 .. 2343
777 strategies 2343
778 states 2339
779 explore 2339
780 others 2338
783 labeled 2334
785 typically 2322
786 needed 2320
789 last 2313
790 achieves 2313
791 conditions 2310
792 easily 2304
793 interest 2304
794 needs 2301
795 combined 2295
797 occur 2291
798 making 2279
799 alternative 2277
800 already 2275
802 currently 2266
803 change 2255
804 technical 2254
806 effort 2248
809 researchers 2232
810 literature 2230
811 | 2228
812 likely 2225
813 special 2223
818 definition 2211
819 discussion 2210
820 improved 2203
821 low 2200
822 appear 2193
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825 works 2177
826 introduced 2177
827 collected 2175
828 field 2173
829 always 2168
830 per 2166
832 though 2157
834 against 2155
835 reported 2155
840 indicate 2135
841 idea 2131
842 issue 2131
843 strong 2122
844 module 2120
845 factors 2115
846 solution 2106
850 terminology 2098
851 participants 2097
852 final 2096
853 along 2095
855 4. 2093
857 processes 2092
858 comparable 2089
866 opinion 2060
867 underlying 2060
877 generally 2037
878 empirical 2033
883 moreover 2025
884 let 2022
886 significantly 2016
887 kinds 2015
888 practical 2010
889 aim 2004
890 extended 2004
891 20 2003
895 learned 1998
898 having 1992
899 improves 1990
901 quite 1987
902 call 1987
903 fully 1987
909 own 1970
910 rich 1970
911 ` 1969
913 changes 1966
914 itself 1964
915 gives 1962
917 robust 1958
919 did 1956
920 takes 1956
921 coreference 1956
922 stage 1951
923 times 1948
924 relatively 1947
925 get 1944
926 seen 1944
927 note 1943
935 too 1933
940 expressed 1915
941 lack 1911
942 increase 1902
943 previously 1902
944 represents 1898
945 methodology 1895
946 12 1894
949 2010 1890
951 ability 1882
952 analyses 1882
953 area 1880
954 challenge 1879
957 become 1874
960 free 1872
961 added 1871
965 involved 1860
966 third 1859
967 past 1857
968 observed 1854
970 effectiveness 1849
971 suggest 1847
974 simply 1836
975 association 1836
978 little 1831
979 deal 1830
980 situation 1824
982 proceedings 1823
984 included 1820
985 steps 1813
986 tested 1813
987 2005 1812
988 refer 1811
989 accurate 1811
990 11 1810
991 2003 1810
992 specific 1805
993 2004 1805
994 namely 1804
998 enough 1797
999 2006 1797
1001 interesting 1795
1002 clear 1795
1003 know 1793
1004 applying 1790
1005 combining 1790
1007 providing 1789
1009 towards 1779
1011 construct 1767
1012 find 1766
1013 1993 1764
1014 act 1761
1015 challenges 1759
1016 wide 1757
1019 community 1751
1020 particularly 1745
1022 true 1742
1024 unknown 1738
1025 notion 1737
1029 developing 1735
1030 select 1735
1032 say 1731
1035 predict 1724
1036 easy 1722
1037 importance 1719
1038 aims 1717
1039 1992 1715
1040 expected 1714
1042 handle 1710
1044 aspect 1707
1045 carried 1701
1046 assume 1691
1047 2000 1690
1048 read 1686
1053 proposes 1676
1055 focused 1672
1056 efficient 1671
1058 hence 1668
1059 intended 1665
1061 format 1662
1062 1998 1661
1064 effects 1657
1065 impact 1657
1066 advantage 1653
1067 followed 1651
1068 analyze 1651
1069 2007 1647
1071 upon 1645
1073 significant 1640
1074 2008 1639
1073 significant 1640
1074 2008 1639
1078 mentioned 1632
1080 define 1628
1084 usage 1617
1100 2016 1592
1101 a. 1591
1104 actual 1586
1105 once 1584
1108 latter 1578
1110 widely 1574
1111 2013 1571
1113 conducted 1568
1127 go 1548
1128 reports 1545
1129 authors 1543
1133 seems 1536
1135 suitable 1532
1136 2009 1529
1139 my 1526
1145 detail 1519
1154 setting 1504
1155 later 1502
1157 five 1498
1163 whereas 1489
1164 1994 1488
1165 explicitly 1487
1166 hypotheses 1486
1167 1997 1486
1171 mainly 1478
1173 15 1475
1180 background 1466
1181 great 1464
1182 consistent 1464
1183 power 1462
1185 purposes 1461
1191 assumption 1456
1195 improving 1445
1196 involves 1443
1197 2001 1443
1201 1995 1441
1203 100 1440
1204 performs 1439
1205 taking 1438
1208 details 1433
1211 series 1432
1212 effectively 1432
1215 extension 1427
1216 13 1426
1218 item 1422
1222 chosen 1418
1223 significantly 1417
1224 overview 1414
1225 regular 1413
1227 creation 1412
1229 1990 1411
1237 tests 1401
1238 lower 1400
1239 indicates 1399
1241 want 1395
1242 definitions 1395
1245 almost 1393
1246 goals 1393
1247 rely 1393
1248 service 1390
1249 requirements 1389
1251 actually 1382
1252 actions 1380
1253 2011 1380
1254 specifically 1379
1255 comparing 1377
1266 look 1366
1267 creating 1365
1268 produces 1364
1273 argue 1355
1275 crucial 1351
1278 30 1349
1279 1991 1349
1280 essential 1348
1281 principle 1346
1284 author 1344
1285 responses 1344
1290 papers 1336
1294 success 1333
1295 why 1332
1296 promising 1332
1297 she 1330
1298 run 1329
1302 14 1324
1303 2015 1324
1305 1999 1322
1306 express 1319
1307 close 1318
1308 computation 1318
1309 technologies 1317
1311 1996 1312
1312 popular 1310
1317 showed 1308
1318 external 1303
1320 employed 1300
1323 million 1294
1324 starting 1293
1326 appears 1286
1328 correctly 1284
1329 areas 1284
1331 early 1280
1332 put 1277
1334 analyzed 1276
1335 generic 1276
1336 believe 1274
1337 hard 1272
1339 me 1271
1340 extend 1271
1342 add 1265
1343 generates 1263
1346 beyond 1262
1347 references 1260
1352 gold 1253
1358 specified 1250
1365 theories 1244
1366 enables 1244
1367 facts 1242
1368 primary 1241
1369 services 1241
1370 come 1239
1371 baselines 1239
1372 national 1238
1374 solve 1236
1375 finding 1236
1377 entire 1232
1378 principles 1232
1379 page 1230
1380 efforts 1229
1381 reasons 1227
1382 public 1227
1383 successfully 1226
1384 experience 1226
1388 recognized 1223
1389 practice 1222
1392 qa 1218
1393 p. 1217
1411 depends 1204
1415 motivated 1203
1419 becomes 1197
1420 distinguish 1196
1421 projects 1195
1422 introduces 1195
1423 allowing 1194
1426 5. 1191
1427 acts 1191
1428 increasing 1190
1429 until 1190
1430 extensive 1190
1433 computing 1185
1437 suggests 1181
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