forked from nltk/nltk
-
Notifications
You must be signed in to change notification settings - Fork 0
/
ChangeLog
1287 lines (1092 loc) · 50.6 KB
/
ChangeLog
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
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
Version 3.4.5 2019-08-20
* Fixed security bug in downloader: Zip slip vulnerability - for the unlikely
situation where a user configures their downloader to use a compromised server
https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2019-14751)
Thanks to the following contributors to 3.4.5:
Mike Salvatore
Version 3.4.4 2019-07-04
* fix bug in plot function (probability.py)
* add improved PanLex Swadesh corpus reader
Thanks to the following contributors to 3.4.4:
Devashish Lal, Liling Tan
Version 3.4.3 2019-06-07
* add Text.generate()
* add QuadgramAssocMeasures
* add SSP to tokenizers
* return confidence of best tag from AveragedPerceptron
* make plot methods return Axes objects
* don't require list arguments to PositiveNaiveBayesClassifier.train
* fix Tree classes to work with native Python copy library
* fix inconsistency for NomBank
* fix random seeding in LanguageModel.generate
* fix ConditionalFreqDist mutation on tabulate/plot call
* fix broken links in documentation
* fix misc Wordnet issues
* update installation instructions
Thanks to the following contributors to 3.4.3:
alvations, Bharat123rox, cifkao, drewmiller, free-variation, henchc
irisxzhou, nick-ulle, ppartarr, simonepri, yigitsever, zhaoyanpeng
Version 3.4.1 2019-04-17
* add chomsky_normal_form for CFGs
* add meteor score
* add minimum edit/Levenshtein distance based alignment function
* allow access to collocation list via text.collocation_list()
* support corenlp server options
* drop support for Python 3.4
* other minor fixes
Thanks to the following contributors to 3.4.1:
Adrian Ellis, Andrew Martin, Ayush Kaushal, BLKSerene, Bharat
Raghunathan, Franklin Chen, KMiNT21 Kevin Brown, Liling Tan,
Matan Rak, Nat Quayle Nelson, Osman Zubair, Purificant,
Uday Krishna, Viresh Gupta
Version 3.4 2018-11-17
* Support Python 3.7
* Language Modeling incl Kneser-Ney, Witten-Bell, Good-Turing
* Cistem Stemmer for German
* Support Russian National Corpus incl POS tag model
* Decouple sentiment and twitter packages
* Minor extensions for WordNet
* K-alpha
* Fix warning messages for corenlp
* Comprehensive code cleanups
* Many other minor fixes
* Switch continuous integration from Jenkins to Travis
Special thanks to Ilia Kurenkov (Language Model package), Liling Tan (Python 3.7, Travis-CI),
and purificant (code cleanups). Thanks also to: Afshin Sadeghi, Ales Tamchyna, Alok Debnath,
aquatiko, Coykto, Denis Kataev, dnc1994, Fabian Howard, Frankie Robertson, Iaroslav Tymchenko,
Jayakrishna Sahit, LBenzahia, Leonie Weißweiler, Linghao Zhang, Rohit Kumar, sahitpj,
Tim Gianitsos, vagrant, 53X
Version 3.3 2018-05-06
* Support Python 3.6
* New interface to CoreNLP
* Support synset retrieval by sense key
* Minor fixes to CoNLL Corpus Reader, AlignedSent
* Fixed minor inconsistencies in APIs and API documentation
* Better conformance to PEP8
* Drop moses.py (incompatible license)
Special thanks to Liling Tan for leading our transition to Python 3.6.
Thanks to other contributors listed here: https://github.com/nltk/nltk/blob/develop/AUTHORS.md
Version 3.2.5 2017-09-24
* Arabic stemmers (ARLSTem, Snowball)
* NIST MT evaluation metric and added NIST international_tokenize
* Moses tokenizer
* Document Russian tagger
* Fix to Stanford segmenter
* Improve treebank detokenizer, VerbNet, Vader
* Misc code and documentation cleanups
* Implement fixes suggested by LGTM
Thanks to the following contributors to 3.2.5:
Ali Abdullah, Lakhdar Benzahia, Henry Elder, Campion Fellin,
Tsolak Ghukasyan, Thanh Ha, Jean Helie, Nelson Liu,
Nathan Schneider, Chintan Shah, Fábio Silva, Liling Tan,
Ziyao Wei, Zicheng Xu, Albert Au Yeung, AbdealiJK,
porqupine, sbagan, xprogramer
Version 3.2.4 2017-05-21
* remove load-time dependency on Python requests library
* add support for Arabic in StanfordSegmenter
* fix MosesDetokenizer on irregular quote tokens
Thanks to the following contributors to 3.2.4:
Alex Constantin, Hatem Nassrat, Liling Tan
Version 3.2.3 2017-05-16
* new interface to Stanford CoreNLP Web API
* improved Lancaster stemmer with customizable rules from Whoosh
* improved Treebank tokenizer
* improved support for GLEU score
* adopt new Abstract base class style
* support custom tab files for extending WordNet
* make synset_from_pos_and_offset a public method
* make non-English WordNet lemma lookups case-insensitive
* speed up TnT tagger
* speed up FreqDist and ConditionalFreqDist
* support additional quotes in TreebankWordTokenizer
* clean up Tk's postscript output
* drop explicit support for corpora not distributed with NLTK to streamline testing
* allow iterator in perceptron tagger training
* allow for curly bracket quantifiers in chunk.regexp.CHUNK_TAG_PATTERN
* new corpus reader for MWA subset of PPDB
* improved testing framework
Thanks to the following contributors to 3.2.3:
Mark Amery, Carl Bolz, Abdelhak Bougouffa, Matt Chaput, Michael Goodman,
Jaehoon Hwang, Naoya Kanai, Jackson Lee, Christian Meyer, Dmitrijs Milajevs,
Adam Nelson, Pierpaolo Pantone, Liling Tan, Vilhjalmur Thorsteinsson,
Arthur Tilley, jmhutch, Yorwba, eromoe and others
Version 3.2.2 2016-12-31
* added Kondrak's Aline algorithm
* added ChrF and GLEU MT evaluation metrics
* added Russian pos tagger model
* added Moses detokenizer
* rewrite Porter Stemmer
* rewrite FrameNet corpus reader
(adds frame parameter to fes(), lus(), exemplars()
see http://nltk.org/howto/framenet.html)
* updated FrameNet Corpus to version 1.7
* fixes to stanford_segmenter.py, SentiText, CoNLL Corpus Reader
* fixes to BLEU, naivebayes, Krippendorff's alpha, Punkt
* fixes to tests for TransitionParser, Senna, edit distance
* fixes to Moses Tokenizer and Detokenizer
* improved TweetTokenizer
* strip trailing whitespace when splitting sentences
* handle inverted exclamation mark in ToktokTokenizer
* resolved some issues with Python 3.5 support
* improvements to testing framework
* clean up dependencies
Thanks to the following contributors to 3.2.2:
Prasasto Adi, Mark Amery, Geoff Bacon, George Berry, Colin Carroll, Alexis Dimitriadis,
Nicholas Fabina, German Ferrero, Tsolak Ghukasyan, Hyuckin David Lim, Naoya Kanai,
Greg Kondrak, Igor Korolev, Tim Leslie, Rob Malouf, Heguang Miao, Dmitrijs Milajevs,
Adam Nelson, Dennis O'Brien, Qi Liu, Pierpaolo Pantone, Andy Reagan, Mike Recachinas,
Nathan Schneider, Jānis Šlapiņš, Richard Snape, Liling Tan, Marcus Uneson,
Linghao Zhang, drevicko, SaintNazaire
Version 3.2.1 2016-04-09
* Support for CCG semantics, Stanford segmenter, VADER lexicon
* Fixes to BLEU score calculation, CHILDES corpus reader
* Other miscellaneous fixes
Thanks to the following contributors to 3.2.1:
Andrew Giel, Casper Lehmann-Strøm, David Madl, Tanin Na Nakorn,
Guilherme Nardari, Philippe Ombredanne, Nathan Schneider, Liling Tan,
Josiah Wang, venticello
Version 3.2 2016-03-03
* Fixes for Python 3.5
* Code cleanups now Python 2.6 is no longer supported
* Improvements to documentation
* Comprehensive use of os.path for platform-specific path handling
* Support for PanLex
* Support for third party download locations for NLTK data
* Fix bugs in IBM method 3 smoothing and BLEU calculation
* Support smoothing for BLEU score and corpus-level BLEU
* Support RIBES score
* Improvements to TweetTokenizer
* Updates for Stanford API
* Add mathematical operators to ConditionalFreqDist
* Fix bug in sentiwordnet for adjectives
* Merged internal implementations of Trie
Thanks to the following contributors to 3.2:
Santiago Castro, Jihun Choi, Graham Christensen, Andrew Drozdov, Long
Duong, Kyriakos Georgiou, Michael Wayne Goodman, Clark Grubb, Tah Wei
Hoon, David Kamholz, Ewan Klein, Reed Loden, Rob Malouf, Philippe
Ombredanne, Josh Owen, Pierpaolo Pantone, Mike Recachinas, Elijah
Rippeth, Thomas Stieglmaier, Liling Tan, Philip Tzou, Pratap Vardhan.
Version 3.1 2015-10-15
* Fixes for Python 3.5 (drop support for capturing groups in regexp tokenizer)
* Drop support for Python 2.6
* Adopt perceptron tagger for new default POS tagger nltk.pos_tag
* Stanford Neural Dependency Parser wrapper
* Sentiment analysis package incl VADER
* Improvements to twitter package
* Multi word expression tokenizer
* Support for everygram and skipgram
* consistent evaluation metric interfaces, putting reference before hypothesis
* new nltk.translate module, incorporating the old align module
* implement stack decoder
* clean up Alignment interface
* CorpusReader method to support access to license and citation
* Multext East Corpus and MTECorpusReader
* include six module to streamline installation on MS Windows
Thanks to the following contributors to 3.1:
Le Tuan Anh, Petra Barancikova, Alexander Böhm, Francis Bond,
Long Duong, Anna Garbar, Matthew Honnibal, Tah Wei Hoon, Ewan Klein,
Rob Malouf, Dmitrijs Milajevs, Will Monroe, Sergio Oller, Pierpaolo
Pantone, Jacob Perkins, Lorenzo Rubio, Thomas Stieglmaier, Liling Tan,
Pratap Vardhan
Version 3.0.5 2015-09-05
* rewritten IBM models, and new IBM Model 4 and 5 implementations
* new Twitter package
* stabilized MaltParser API
* improved regex tagger
* improved documentation on contributing
* minor improvements to documentation and testing
Thanks to the following contributors to 3.0.5:
Álvaro Justen, Dmitrijs Milajevs, Ewan Klein, Heran Lin, Justin Hammar,
Liling Tan, Long Duong, Lorenzo Rubio, Pierpaolo Pantone, Tah Wei Hoon
Version 3.0.4 2015-07-13
* minor bug fixes and enhancements
Thanks to the following contributors to 3.0.4:
Nicola Bova, Santiago Castro, Len Remmerswaal, Keith Suderman, kabayan55,
pln-fing-udelar (NLP Group, Instituto de Computación, Facultad de Ingeniería, Universidad de la República, Uruguay).
Version 3.0.3 2015-06-12
* bug fixes (Stanford NER, Boxer, Snowball, treebank tokenizer,
dependency graph, KneserNey, BLEU)
* code clean-ups
* default POS tagger permits tagset to be specified
* gensim illustration
* tgrep implementation
* added PanLex Swadesh corpora
* visualisation for aligned bitext
* support for Google App Engine
* POSTagger renamed StanfordPOSTagger, NERTagger renamed StanfordNERTagger
Thanks to the following contributors to 3.0.3:
Long Duong, Pedro Fialho, Dan Garrette, Helder, Saimadhav Heblikar,
Chris Inskip, David Kamholz, Dmitrijs Milajevs, Smitha Milli,
Tom Mortimer-Jones, Avital Pekker, Jonathan Pool, Sam Raker,
Will Roberts, Dmitry Sadovnychyi, Nathan Schneider, Anirudh W
Version 3.0.2 2015-03-13
* make pretty-printing method names consistent
* improvements to Portuguese stemmer
* transition-based dependency parsers
* dependency graph visualisation for ipython notebook
* interfaces for Senna, BLLIP, python-crfsuite
* NKJP corpus reader
* code clean ups, minor bug fixes
Thanks to the following contributors to 3.0.2:
Long Duong, Saimadhav Heblikar, Helder, Mikhail Korobov, Denis Krusko,
Alex Louden, Felipe Madrigal, David McClosky, Dmitrijs Milajevs,
Ondrej Platek, Nathan Schneider, Dávid Márk Nemeskey, 0ssifrage, ducki13, kiwipi.
Version 3.0.1 2015-01-12
* fix setup.py for new version of setuptools
Version 3.0.0 2014-09-07
* minor bugfixes
* added phrase extraction code by Liling Tan and Fredrik Hedman
Thanks to the following contributors to 3.0.0:
Mark Amery, Ivan Barria, Ingolf Becker, Francis Bond, Lars
Buitinck, Cristian Capdevila, Arthur Darcet, Michelle Fullwood,
Dan Garrette, Dougal Graham, Dan Garrette, Dougal Graham, Lauri
Hallila, Tyler Hartley, Fredrik Hedman, Ofer Helman, Bruce Hill,
Marcus Huderle, Nancy Ide, Nick Johnson, Angelos Katharopoulos,
Ewan Klein, Mikhail Korobov, Chris Liechti, Peter Ljunglof,
Joseph Lynch, Haejoong Lee, Peter Ljunglöf, Dean Malmgren, Rob
Malouf, Thorsten Marek, Dmitrijs Milajevs, Shari A’aidil
Nasruddin, Lance Nathan, Joel Nothman, Alireza Nourian, Alexander
Oleynikov, Ted Pedersen, Jacob Perkins, Will Roberts, Alex
Rudnick, Nathan Schneider, Geraldine Sim Wei Ying, Lynn Soe,
Liling Tan, Louis Tiao, Marcus Uneson, Yu Usami, Steven Xu, Zhe
Wang, Chuck Wooters, lade, isnowfy, onesandzeros, pquentin, wvanlint
Version 3.0b2 2014-08-21
* minor bugfixes and clean-ups
* renamed remaining parse_ methods to read_ or load_, cf issue #656
* added Paice's method of evaluating stemming algorithms
Thanks to the following contributors to 3.0.0b2: Lars Buitinck,
Cristian Capdevila, Lauri Hallila, Ofer Helman, Dmitrijs Milajevs,
lade, Liling Tan, Steven Xu
Version 3.0.0b1 2014-07-11
* Added SentiWordNet corpus and corpus reader
* Fixed support for 10-column dependency file format
* Changed Tree initialization to use fromstring
Thanks to the following contributors to 3.0b1: Mark Amery, Ivan
Barria, Ingolf Becker, Francis Bond, Lars Buitinck, Arthur Darcet,
Michelle Fullwood, Dan Garrette, Dougal Graham, Dan Garrette, Dougal
Graham, Tyler Hartley, Ofer Helman, Bruce Hill, Marcus Huderle, Nancy
Ide, Nick Johnson, Angelos Katharopoulos, Ewan Klein, Mikhail Korobov,
Chris Liechti, Peter Ljunglof, Joseph Lynch, Haejoong Lee, Peter
Ljunglöf, Dean Malmgren, Rob Malouf, Thorsten Marek, Dmitrijs
Milajevs, Shari A’aidil Nasruddin, Lance Nathan, Joel Nothman, Alireza
Nourian, Alexander Oleynikov, Ted Pedersen, Jacob Perkins, Will
Roberts, Alex Rudnick, Nathan Schneider, Geraldine Sim Wei Ying, Lynn
Soe, Liling Tan, Louis Tiao, Marcus Uneson, Yu Usami, Steven Xu, Zhe
Wang, Chuck Wooters, isnowfy, onesandzeros, pquentin, wvanlint
Version 3.0a4 2014-05-25
* IBM Models 1-3, BLEU, Gale-Church aligner
* Lesk algorithm for WSD
* Open Multilingual WordNet
* New implementation of Brill Tagger
* Extend BNCCorpusReader to parse the whole BNC
* MASC Tagged Corpus and corpus reader
* Interface to Stanford Parser
* Code speed-ups and clean-ups
* API standardisation, including fromstring method for many objects
* Improved regression testing setup
* Removed PyYAML dependency
Thanks to the following contributors to 3.0a4:
Ivan Barria, Ingolf Becker, Francis Bond, Arthur Darcet, Dan Garrette,
Ofer Helman, Dougal Graham, Nancy Ide, Ewan Klein, Mikhail Korobov,
Chris Liechti, Peter Ljunglof, Joseph Lynch, Rob Malouf, Thorsten Marek,
Dmitrijs Milajevs, Shari A’aidil Nasruddin, Lance Nathan, Joel Nothman,
Jacob Perkins, Lynn Soe, Liling Tan, Louis Tiao, Marcus Uneson, Steven Xu,
Geraldine Sim Wei Ying
Version 3.0a3 2013-11-02
* support for FrameNet contributed by Chuck Wooters
* support for Universal Declaration of Human Rights Corpus (udhr2)
* major API changes:
- Tree.node -> Tree.label() / Tree.set_label()
- Chunk parser: top_node -> root_label; chunk_node -> chunk_label
- WordNet properties are now access methods, e.g. Synset.definition -> Synset.definition()
- relextract: show_raw_rtuple() -> rtuple(), show_clause() -> clause()
* bugfix in texttiling
* replaced simplify_tags with support for universal tagset (simplify_tags=True -> tagset='universal')
* Punkt default behavior changed to realign sentence boundaries after trailing parenthesis and quotes
* deprecated classify.svm (use scikit-learn instead)
* various efficiency improvements
Thanks to the following contributors to 3.0a3:
Lars Buitinck, Marcus Huderle, Nick Johnson, Dougal Graham, Ewan Klein,
Mikhail Korobov, Haejoong Lee, Peter Ljunglöf, Dean Malmgren, Lance Nathan,
Alexander Oleynikov, Nathan Schneider, Chuck Wooters, Yu Usami, Steven Xu,
pquentin, wvanlint
Version 3.0a2 2013-07-12
* speed improvements in word_tokenize, GAAClusterer, TnT tagger, Baum Welch, HMM tagger
* small improvements in collocation finders, probability, modelling, Porter Stemmer
* bugfix in lowest common hypernyn calculation (used in path similarity measures)
* code cleanups, docstring cleanups, demo fixes
Thanks to the following contributors to 3.0a2:
Mark Amery, Lars Buitinck, Michelle Fullwood, Dan Garrette, Dougal Graham,
Tyler Hartley, Bruce Hill, Angelos Katharopoulos, Mikhail Korobov,
Rob Malouf, Joel Nothman, Ted Pedersen, Will Roberts, Alex Rudnick,
Steven Xu, isnowfy, onesandzeros
Version 3.0a1 2013-02-14
* reinstated tkinter support (Haejoong Lee)
Version 3.0a0 2013-01-14
* alpha release of first version to support Python 2.6, 2.7, and 3.
Version 2.0.4 2012-11-07
* minor bugfix (removed numpy dependency)
Version 2.0.3 2012-09-24
* fixed corpus/reader/util.py to support Python 2.5
* make MaltParser safe to use in parallel
* fixed bug in inter-annotator agreement
* updates to various doctests (nltk/test)
* minor bugfixes
Thanks to the following contributors to 2.0.3:
Robin Cooper, Pablo Duboue, Christian Federmann, Dan Garrette, Ewan Klein,
Pierre-François Laquerre, Max Leonov, Peter Ljunglöf, Nitin Madnani, Ceri Stagg
Version 2.0.2 2012-07-05
* improvements to PropBank, NomBank, and SemCor corpus readers
* interface to full Penn Treebank Corpus V3 (corpus.ptb)
* made wordnet.lemmas case-insensitive
* more flexible padding in model.ngram
* minor bugfixes and documentation enhancements
* better support for automated testing
Thanks to the following contributors to 2.0.2:
Daniel Blanchard, Mikhail Korobov, Nitin Madnani, Duncan McGreggor,
Morten Neergaard, Nathan Schneider, Rico Sennrich.
Version 2.0.1 2012-05-15
* moved NLTK to GitHub: http://github.com/nltk
* set up integration testing: https://jenkins.shiningpanda.com/nltk/ (Morten Neergaard)
* converted documentation to Sphinx format: http://nltk.github.com/api/nltk.html
* dozens of minor enhancements and bugfixes: https://github.com/nltk/nltk/commits/
* dozens of fixes for conformance with PEP-8
* dozens of fixes to ensure operation with Python 2.5
* added interface to Lin's Dependency Thesaurus (Dan Blanchard)
* added interface to scikit-learn classifiers (Lars Buitinck)
* added segmentation evaluation measures (David Doukhan)
Thanks to the following contributors to 2.0.1 (since 2.0b9, July 2010):
Rami Al-Rfou', Yonatan Becker, Steven Bethard, Daniel Blanchard, Lars
Buitinck, David Coles, Lucas Cooper, David Doukhan, Dan Garrette,
Masato Hagiwara, Michael Hansen, Michael Heilman, Rebecca Ingram,
Sudharshan Kaushik, Mikhail Korobov, Peter Ljunglof, Nitin Madnani,
Rob Malouf, Tomonori Nagano, Morten Neergaard, David Nemeskey,
Joel Nothman, Jacob Perkins, Alessandro Presta, Alex Rudnick,
Nathan Schneider, Stefano Lattarini, Peter Stahl, Jason Yoder
Version 2.0.1 (rc1) 2011-04-11
NLTK:
* added interface to the Stanford POS Tagger
* updates to sem.Boxer, sem.drt.DRS
* allow unicode strings in grammars
* allow non-string features in classifiers
* modifications to HunposTagger
* issues with DRS printing
* fixed bigram collocation finder for window_size > 2
* doctest paths no longer presume unix-style pathname separators
* fixed issue with NLTK's tokenize module colliding with the Python tokenize module
* fixed issue with stemming Unicode strings
* changed ViterbiParser.nbest_parse to parse
* ChaSen and KNBC Japanese corpus readers
* preserve case in concordance display
* fixed bug in simplification of Brown tags
* a version of IBM Model 1 as described in Koehn 2010
* new class AlignedSent for aligned sentence data and evaluation metrics
* new nltk.util.set_proxy to allow easy configuration of HTTP proxy
* improvements to downloader user interface to catch URL and HTTP errors
* added CHILDES corpus reader
* created special exception hierarchy for Prover9 errors
* significant changes to the underlying code of the boxer interface
* path-based wordnet similarity metrics use a fake root node for verbs, following the Perl version
* added ability to handle multi-sentence discourses in Boxer
* added the 'english' Snowball stemmer
* simplifications and corrections of Earley Chart Parser rules
* several changes to the feature chart parsers for correct unification
* bugfixes: FreqDist.plot, FreqDist.max, NgramModel.entropy, CategorizedCorpusReader, DecisionTreeClassifier
* removal of Python >2.4 language features for 2.4 compatibility
* removal of deprecated functions and associated warnings
* added semantic domains to wordnet corpus reader
* changed wordnet similarity functions to include instance hyponyms
* updated to use latest version of Boxer
Data:
* JEITA Public Morphologically Tagged Corpus (in ChaSen format)
* KNB Annotated corpus of Japanese blog posts
* Fixed some minor bugs in alvey.fcfg, and added number of parse trees in alvey_sentences.txt
* added more comtrans data
Documentation:
* minor fixes to documentation
* NLTK Japanese book (chapter 12) by Masato Hagiwara
NLTK-Contrib:
* Viethen and Dale referring expression algorithms
Version 2.0b9 2010-07-25
NLTK:
* many code and documentation cleanups
* Added port of Snowball stemmers
* Fixed loading of pickled tokenizers (issue 556)
* DecisionTreeClassifier now handles unknown features (issue 570)
* Added error messages to LogicParser
* Replaced max_models with end_size to prevent Mace from hanging
* Added interface to Boxer
* Added nltk.corpus.semcor to give access to SemCor 3.0 corpus (issue 530)
* Added support for integer- and float-valued features in maxent classifiers
* Permit NgramModels to be pickled
* Added Sourced Strings (see test/sourcedstring.doctest for details)
* Fixed bugs in with Good-Turing and Simple Good-Turing Estimation (issue 26)
* Add support for span tokenization, aka standoff annotation of segmentation (incl Punkt)
* allow unicode nodes in Tree.productions()
* Fixed WordNet's morphy to be consistent with the original implementation,
taking the shortest returned form instead of an arbitrary one (issues 427, 487)
* Fixed bug in MaxentClassifier
* Accepted bugfixes for YCOE corpus reader (issue 435)
* Added test to _cumulative_frequencies() to correctly handle the case when no arguments are supplied
* Added a TaggerI interface to the HunPos open-source tagger
* Return 0, not None, when no count is present for a lemma in WordNet
* fixed pretty-printing of unicode leaves
* More efficient calculation of the leftcorner relation for left corner parsers
* Added two functions for graph calculations: transitive closure and inversion.
* FreqDist.pop() and FreqDist.popitems() now invalidate the caches (issue 511)
Data:
* Added SemCor 3.0 corpus (Brown Corpus tagged with WordNet synsets)
* Added LanguageID corpus (trigram counts for 451 languages)
* Added grammar for a^n b^n c^n
NLTK-Contrib:
* minor updates
Thanks to the following contributors to 2.0b9:
Steven Bethard, Francis Bond, Dmitry Chichkov, Liang Dong, Dan Garrette,
Simon Greenhill, Bjorn Maeland, Rob Malouf, Joel Nothman, Jacob Perkins,
Alberto Planas, Alex Rudnick, Geoffrey Sampson, Kevin Scannell, Richard Sproat
Version 2.0b8 2010-02-05
NLTK:
* fixed copyright and license statements
* removed PyYAML, and added dependency to installers and download instructions
* updated to LogicParser, DRT (Dan Garrette)
* WordNet similarity metrics return None instead of -1 when
they fail to find a path (Steve Bethard)
* shortest_path_distance uses instance hypernyms (Jordan Boyd-Graber)
* clean_html improved (Bjorn Maeland)
* batch_parse, batch_interpret and batch_evaluate functions allow
grammar or grammar filename as argument
* more Portuguese examples (portuguese_en.doctest, examples/pt.py)
NLTK-Contrib:
* Aligner implementations (Christopher Crowner, Torsten Marek)
* ScriptTranscriber package (Richard Sproat and Kristy Hollingshead)
Book:
* updates for second printing, correcting errata
http://nltk.googlecode.com/svn/trunk/nltk/doc/book/errata.txt
Data:
* added Europarl sample, with 10 docs for each of 11 langs (Nitin Madnani)
* added SMULTRON sample corpus (Torsten Marek, Martin Volk)
Version 2.0b7 2009-11-09
NLTK:
* minor bugfixes and enhancements: data loader, inference package, FreqDist, Punkt
* added Portuguese example module, similar to nltk.book for English (examples/pt.py)
* added all_lemma_names() method to WordNet corpus reader
* added update() and __add__() extensions to FreqDist (enhances alignment with Python 3.0 counters)
* reimplemented clean_html
* added test-suite runner for automatic/manual regression testing
NLTK-Data:
* updated Punkt models for sentence segmentation
* added corpus of the works of Machado de Assis (Brazilian Portuguese)
Book:
* Added translation of preface into Portuguese, contributed by Tiago Tresoldi.
Version 2.0b6 2009-09-20
NLTK:
* minor fixes for Python 2.4 compatibility
* added words() method to XML corpus reader
* minor bugfixes and code clean-ups
* fixed downloader to put data in %APPDATA% on Windows
Data:
* Updated Punkt models
* Fixed utf8 encoding issues with UDHR and Stopwords Corpora
* Renamed CoNLL "cat" files to "esp" (different language)
* Added Alvey NLT feature-based grammar
* Added Polish PL196x corpus
Version 2.0b5 2009-07-19
NLTK:
* minor bugfixes (incl FreqDist, Python eggs)
* added reader for Europarl Corpora (contributed by Nitin Madnani)
* added reader for IPI PAN Polish Corpus (contributed by Konrad Goluchowski)
* fixed data.py so that it doesn't generate a warning for Windows Python 2.6
NLTK-Contrib:
* updated Praat reader (contributed by Margaret Mitchell)
Version 2.0b4 2009-07-10
NLTK:
* switched to Apache License, Version 2.0
* minor bugfixes in semantics and inference packages
* support for Python eggs
* fixed stale regression tests
Data:
* added NomBank 1.0
* uppercased feature names in some grammars
Version 2.0b3 2009-06-25
NLTK:
* several bugfixes
* added nombank corpus reader (Paul Bedaride)
Version 2.0b2 2009-06-15
NLTK:
* minor bugfixes and optimizations for parsers, updated some doctests
* added bottom-up filtered left corner parsers,
LeftCornerChartParser and IncrementalLeftCornerChartParser.
* fixed dispersion plot bug which prevented empty plots
Version 2.0b1 2009-06-09
NLTK:
* major refactor of chart parser code and improved API (Peter Ljungl喃)
* added new bottom-up left-corner chart parser strategy
* misc bugfixes (ChunkScore, chart rules, chatbots, jcn-similarity)
* improved efficiency of "import nltk" using lazy module imports
* moved CCG package and ISRI Arabic stemmer from NLTK-Contrib into core NLTK
* misc code cleanups
Contrib:
* moved out of the main NLTK distribution into a separate distribution
Book:
* Ongoing polishing ahead of print publication
Version 0.9.9 2009-05-06
NLTK:
* Finalized API for NLTK 2.0 and the book, incl dozens of small fixes
* Names of the form nltk.foo.Bar now available as nltk.Bar
for significant functionality; in some cases the name was modified
(using old names will produce a deprecation warning)
* Bugfixes in downloader, WordNet
* Expanded functionality in DecisionTree
* Bigram collocations extended for discontiguous bigrams
* Translation toy nltk.misc.babelfish
* New module nltk.help giving access to tagset documentation
* Fix imports so that NLTK builds without Tkinter (Bjorn Maeland)
Data:
* new maxent NE chunker model
* updated grammar packages for the book
* data for new tagsets collection, documenting several tagsets
* added lolcat translation to the Genesis collection
Contrib (work in progress):
* Updates to coreference package (Joseph Frazee)
* New ISRI Arabic stemmer (Hosam Algasaier)
* Updates to Toolbox package (Greg Aumann)
Book:
* Substantial editorial corrections ahead of final submission
Version 0.9.8 2009-02-18
NLTK:
* New off-the-shelf tokenizer, POS tagger, and named-entity tagger
* New metrics package with inter-annotator agreement scores,
distance metrics, rank correlation
* New collocations package (Joel Nothman)
* Many clean-ups to WordNet package (Steven Bethard, Jordan Boyd-Graber)
* Moved old pywordnet-based WordNet package to nltk_contrib
* WordNet browser (Paul Bone)
* New interface to dependency treebank corpora
* Moved MinimalSet class into nltk.misc package
* Put NLTK applications in new nltk.app package
* Many other improvements incl semantics package, toolbox, MaltParser
* Misc changes to many API names in preparation for 1.0, old names deprecated
* Most classes now available in the top-level namespace
* Work on Python egg distribution (Brandon Rhodes)
* Removed deprecated code remaining from 0.8.* versions
* Fixes for Python 2.4 compatibility
Data:
* Corrected identifiers in Dependency Treebank corpus
* Basque and Catalan Dependency Treebanks (CoNLL 2007)
* PE08 Parser Evalution data
* New models for POS tagger and named-entity tagger
Book:
* Substantial editorial corrections
Version 0.9.7 2008-12-19
NLTK:
* fixed problems with accessing zipped corpora
* improved design and efficiency of grammars and chart parsers
including new bottom-up combine strategy and a redesigned
Earley strategy (Peter Ljunglof)
* fixed bugs in smoothed probability distributions and added
regression tests (Peter Ljunglof)
* improvements to Punkt (Joel Nothman)
* improvements to text classifiers
* simple word-overlap RTE classifier
Data:
* A new package of large grammars (Peter Ljunglof)
* A small gazetteer corpus and corpus reader
* Organized example grammars into separate packages
* Childrens' stories added to gutenberg package
Contrib (work in progress):
* fixes and demonstration for named-entity feature extractors in nltk_contrib.coref
Book:
* extensive changes throughout, including new chapter 5 on classification
and substantially revised chapter 11 on managing linguistic data
Version 0.9.6 2008-12-07
NLTK:
* new WordNet corpus reader (contributed by Steven Bethard)
* incorporated dependency parsers into NLTK (was NLTK-Contrib) (contributed by Jason Narad)
* moved nltk/cfg.py to nltk/grammar.py and incorporated dependency grammars
* improved efficiency of unification algorithm
* various enhancements to the semantics package
* added plot() and tabulate() methods to FreqDist and ConditionalFreqDist
* FreqDist.keys() and list(FreqDist) provide keys reverse-sorted by value,
to avoid the confusion caused by FreqDist.sorted()
* new downloader module to support interactive data download: nltk.download()
run using "python -m nltk.downloader all"
* fixed WordNet bug that caused min_depth() to sometimes give incorrect result
* added nltk.util.Index as a wrapper around defaultdict(list) plus
a functional-style initializer
* fixed bug in Earley chart parser that caused it to break
* added basic TnT tagger nltk.tag.tnt
* new corpus reader for CoNLL dependency format (contributed by Kepa Sarasola and Iker Manterola)
* misc other bugfixes
Contrib (work in progress):
* TIGERSearch implementation by Torsten Marek
* extensions to hole and glue semantics modules by Dan Garrette
* new coreference package by Joseph Frazee
* MapReduce interface by Xinfan Meng
Data:
* Corpora are stored in compressed format if this will not compromise speed of access
* Swadesh Corpus of comparative wordlists in 23 languages
* Split grammar collection into separate packages
* New Basque and Spanish grammar samples (contributed by Kepa Sarasola and Iker Manterola)
* Brown Corpus sections now have meaningful names (e.g. 'a' is now 'news')
* Fixed bug that forced users to manually unzip the WordNet corpus
* New dependency-parsed version of Treebank corpus sample
* Added movie script "Monty Python and the Holy Grail" to webtext corpus
* Replaced words corpus data with a much larger list of English words
* New URL for list of available NLTK corpora
http://nltk.googlecode.com/svn/trunk/nltk_data/index.xml
Book:
* complete rewrite of first three chapters to make the book accessible
to a wider audience
* new chapter on data-intensive language processing
* extensive reworking of most chapters
* Dropped subsection numbering; moved exercises to end of chapters
Distributions:
* created Portfile to support Mac installation
Version 0.9.5 2008-08-27
NLTK:
* text module with support for concordancing, text generation, plotting
* book module
* Major reworking of the automated theorem proving modules (Dan Garrette)
* draw.dispersion now uses pylab
* draw.concordance GUI tool
* nltk.data supports for reading corpora and other data files from within zipfiles
* trees can be constructed from strings with Tree(s) (cf Tree.parse(s))
Contrib (work in progress):
* many updates to student projects
- nltk_contrib.agreement (Thomas Lippincott)
- nltk_contrib.coref (Joseph Frazee)
- nltk_contrib.depparser (Jason Narad)
- nltk_contrib.fuf (Petro Verkhogliad)
- nltk_contrib.hadoop (Xinfan Meng)
* clean-ups: deleted stale files; moved some packages to misc
Data
* Cleaned up Gutenberg text corpora
* added Moby Dick; removed redundant copy of Blake songs.
* more tagger models
* renamed to nltk_data to facilitate installation
* stored each corpus as a zip file for quicker installation
and access, and to solve a problem with the Propbank
corpus including a file with an illegal name for MSWindows
(con.xml).
Book:
* changed filenames to chNN format
* reworked opening chapters (work in progress)
Distributions:
* fixed problem with mac installer that arose when Python binary
couldn't be found
* removed dependency of NLTK on nltk_data so that NLTK code can be
installed before the data
Version 0.9.4 2008-08-01
NLTK:
- Expanded semantics package for first order logic, linear logic,
glue semantics, DRT, LFG (Dan Garrette)
- new WordSense class in wordnet.synset supporting access to synsets
from sense keys and accessing sense counts (Joel Nothman)
- interface to Mallet's linear chain CRF implementation (nltk.tag.crf)
- misc bugfixes incl Punkt, synsets, maxent
- improved support for chunkers incl flexible chunk corpus reader,
new rule type: ChunkRuleWithContext
- new GUI for pos-tagged concordancing nltk.draw.pos_concordance
- new GUI for developing regexp chunkers nltk.draw.rechunkparser
- added bio_sents() and bio_words() methods to ConllChunkCorpusReader in conll.py
to allow reading (word, tag, chunk_typ) tuples off of CoNLL-2000 corpus. Also
modified ConllChunkCorpusView to support these changes.
- feature structures support values with custom unification methods
- new flag on tagged corpus readers to use simplified tagsets
- new package for ngram language modeling with Katz backoff nltk.model
- added classes for single-parented and multi-parented trees that
automatically maintain parent pointers (nltk.tree.ParentedTree and
nltk.tree.MultiParentedTree)
- new WordNet browser GUI (Jussi Salmela, Paul Bone)
- improved support for lazy sequences
- added generate() method to probability distributions
- more flexible parser for converting bracketed strings to trees
- made fixes to docstrings to improve API documentation
Contrib (work in progress)
- new NLG package, FUF/SURGE (Petro Verkhogliad)
- new dependency parser package (Jason Narad)
- new Coreference package, incl support for
ACE-2, MUC-6 and MUC-7 corpora (Joseph Frazee)
- CCG Parser (Graeme Gange)
- first order resolution theorem prover (Dan Garrette)
Data:
- Nnw NPS Chat Corpus and corpus reader (nltk.corpus.nps_chat)
- ConllCorpusReader can now be used to read CoNLL 2004 and 2005 corpora.
- Implemented HMM-based Treebank POS tagger and phrase chunker for
nltk_contrib.coref in api.py. Pickled versions of these objects are checked
in in data/taggers and data/chunkers.
Book:
- misc corrections in response to feedback from readers
Version 0.9.3 2008-06-03
NLTK:
- modified WordNet similarity code to use pre-built information content files
- new classifier-based tagger, BNC corpus reader
- improved unicode support for corpus readers
- improved interfaces to Weka, Prover9/Mace4
- new support for using MEGAM and SciPy to train maxent classifiers
- rewrite of Punkt sentence segmenter (Joel Nothman)
- bugfixes for WordNet information content module (Jordan Boyd-Graber)
- code clean-ups throughout
Book:
- miscellaneous fixes in response to feedback from readers
Contrib:
- implementation of incremental algorithm for generating
referring expressions (contributed by Margaret Mitchell)
- refactoring WordNet browser (Paul Bone)
Corpora:
- included WordNet information content files
Version 0.9.2 2008-03-04
NLTK:
- new theorem-prover and model-checker module nltk.inference,
including interface to Prover9/Mace4 (Dan Garrette, Ewan Klein)
- bugfix in Reuters corpus reader that causes Python
to complain about too many open files
- VerbNet and PropBank corpus readers
Data:
- VerbNet Corpus version 2.1: hierarchical, verb lexicon linked to WordNet
- PropBank Corpus: predicate-argument structures, as stand-off annotation of Penn Treebank
Contrib:
- New work on WordNet browser, incorporating a client-server model (Jussi Salmela)
Distributions:
- Mac OS 10.5 distribution
Version 0.9.1 2008-01-24
NLTK:
- new interface for text categorization corpora
- new corpus readers: RTE, Movie Reviews, Question Classification, Brown Corpus
- bugfix in ConcatenatedCorpusView that caused iteration to fail if it didn't start from the beginning of the corpus
Data:
- Question classification data, included with permission of Li & Roth
- Reuters 21578 Corpus, ApteMod version, from CPAN
- Movie Reviews corpus (sentiment polarity), included with permission of Lillian Lee
- Corpus for Recognising Textual Entailment (RTE) Challenges 1, 2 and 3
- Brown Corpus (reverted to original file structure: ca01-cr09)
- Penn Treebank corpus sample (simplified implementation, new readers treebank_raw and treebank_chunk)
- Minor redesign of corpus readers, to use filenames instead of "items" to identify parts of a corpus
Contrib:
- theorem_prover: Prover9, tableau, MaltParser, Mace4, glue semantics, docs (Dan Garrette, Ewan Klein)
- drt: improved drawing, conversion to FOL (Dan Garrette)
- gluesemantics: GUI demonstration, abstracted LFG code, documentation (Dan Garrette)
- readability: various text readability scores (Thomas Jakobsen, Thomas Skardal)
- toolbox: code to normalize toolbox databases (Greg Aumann)
Book:
- many improvements in early chapters in response to reader feedback
- updates for revised corpus readers
- moved unicode section to chapter 3
- work on engineering.txt (not included in 0.9.1)
Distributions:
- Fixed installation for Mac OS 10.5 (Joshua Ritterman)
- Generalize doctest_driver to work with doc_contrib
Version 0.9 2007-10-12
NLTK:
- New naming of packages and modules, and more functions imported into
top-level nltk namespace, e.g. nltk.chunk.Regexp -> nltk.RegexpParser,
nltk.tokenize.Line -> nltk.LineTokenizer, nltk.stem.Porter -> nltk.PorterStemmer,
nltk.parse.ShiftReduce -> nltk.ShiftReduceParser
- processing class names changed from verbs to nouns, e.g.
StemI -> StemmerI, ParseI -> ParserI, ChunkParseI -> ChunkParserI, ClassifyI -> ClassifierI
- all tokenizers are now available as subclasses of TokenizeI,
selected tokenizers are also available as functions, e.g. wordpunct_tokenize()
- rewritten ngram tagger code, collapsed lookup tagger with unigram tagger
- improved tagger API, permitting training in the initializer
- new system for deprecating code so that users are notified of name changes.
- support for reading feature cfgs to parallel reading cfgs (parse_featcfg())
- text classifier package, maxent (GIS, IIS), naive Bayes, decision trees, weka support
- more consistent tree printing
- wordnet's morphy stemmer now accessible via stemmer package
- RSLP Portuguese stemmer (originally developed by Viviane Moreira Orengo, reimplemented by Tiago Tresoldi)
- promoted ieer_rels.py to the sem package
- improvements to WordNet package (Jussi Salmela)
- more regression tests, and support for checking coverage of tests
- miscellaneous bugfixes
- remove numpy dependency
Data:
- new corpus reader implementation, refactored syntax corpus readers
- new data package: corpora, grammars, tokenizers, stemmers, samples
- CESS-ESP Spanish Treebank and corpus reader
- CESS-CAT Catalan Treebank and corpus reader
- Alpino Dutch Treebank and corpus reader
- MacMorpho POS-tagged Brazilian Portuguese news text and corpus reader
- trained model for Portuguese sentence segmenter
- Floresta Portuguese Treebank version 7.4 and corpus reader
- TIMIT player audio support
Contrib:
- BioReader (contributed by Carlos Rodriguez)
- TnT tagger (contributed by Sam Huston)
- wordnet browser (contributed by Jussi Salmela, requires wxpython)
- lpath interpreter (contributed by Haejoong Lee)
- timex -- regular expression-based temporal expression tagger
Book:
- polishing of early chapters
- introductions to parts 1, 2, 3
- improvements in book processing software (xrefs, avm & gloss formatting, javascript clipboard)
- updates to book organization, chapter contents
- corrections throughout suggested by readers (acknowledged in preface)
- more consistent use of US spelling throughout
- all examples redone to work with single import statement: "import nltk"
- reordered chapters: 5->7->8->9->11->12->5
* language engineering in part 1 to broaden the appeal
of the earlier part of the book and to talk more about
evaluation and baselines at an earlier stage
* concentrate the partial and full parsing material in part 2,
and remove the specialized feature-grammar material into part 3
Distributions:
- streamlined mac installation (Joshua Ritterman)
- included mac distribution with ISO image
Version 0.8 2007-07-01
Code:
- changed nltk.__init__ imports to explicitly import names from top-level modules
- changed corpus.util to use the 'rb' flag for opening files, to fix problems