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426 Commits

Author SHA1 Message Date
Emil Stenström
1914c488d3 Swedish: Exceptions for single letter words ending sentence (#2615) 
* Exceptions for single letter words ending sentence

Sentences ending in "i." (as in "... peka i."), "m." (as in "...än 2000 m."), should be tokenized as two separate tokens.

* Add test
 2018-08-05 14:14:30 +02:00
Dmitry Bruhanov
07d0cc9de7 Update examples.py (#2597) 2018-07-25 22:20:24 +02:00
Matthew Honnibal
66983d8412
Port BenDerPan's Chinese changes to v2 (finally) (#2591) 
* add  template files for Chinese

* add  template files for Chinese, and test directory .
 2018-07-25 02:47:23 +02:00
ines
f2e3e039b7 Update French stop words (resolves #2540) 2018-07-24 23:41:51 +02:00
Ines Montani
a43ad114c2
Fix typo [ci skip] 2018-07-24 18:45:40 +02:00
Dmitry Bruhanov
27160b1516 added some widespread written jargon & dialectizms (#2584) 
This jargon is not offencive but emotionally colored as funny due to its deviation from the norm for various reasons: immitating a dialect, deliberately wrong spelling emphasizing its low colloquial nature, obsolete form, foreign borrowing with native flections, etc.
Dmitry Briukhanov, Linguist & Pythonist
 2018-07-24 18:44:29 +02:00
ines
3c30d1763c Merge branch 'master' into develop 2018-07-21 15:34:18 +02:00
katarkor
5ca853bee0 changed tag_map, morph_rules, lemmatizer for Norwegian (#2565) 
* changed tag_map, morph_rules, lemmatizer for Norwegian

* Move unicode declaration up

Hopefully fixes test failure on Python 2

* Update CONTRIBUTOR_AGREEMENT.md

* Move unicode declarations

Hopefully fixes test this time

* Revert "Merge remote-tracking branch 'origin/patch-1'"

This reverts commit f5ccd5dd0d, reversing
changes made to dd07e180ea.

* Update contributor agreement [ci skip]
 2018-07-19 19:38:24 +02:00
ines
02aefe7cc0 Merge branch 'master' into develop 2018-07-18 18:52:59 +02:00
Ioannis Daras
6ed18412d0 Greek language optimizations (#2558) 
* Greek language optimizations

* Add encoding on files containing greek words

* Add encoding on files containing greek words
 2018-07-18 18:51:38 +02:00
ines
80e7485630 Merge branch 'master' into develop 2018-07-18 17:28:47 +02:00
Paul O'Leary McCann
61ef0739b8 Add Japanese stop words. (#2549) 
List created by taking the 2000 top words from a Wikipedia dump and
removing everything that wasn't hiragana.

Tried going through kanji words and deciding what to keep but there were
too many obvious non-stopwords (東京 was in the top 500) and many other
words where it wasn't clear if they should be included or not.
 2018-07-17 10:12:48 +02:00
Tero K
f35980f865 Enhancement/lang fi examples (#2547) 
* Added a file with examples in finnish

* added contributor agreement
 2018-07-15 09:50:27 +02:00
Paul O'Leary McCann
1987f3f784 Add Japanese lemmas (#2543) 
This info was already available from Mecab, forgot to add it before.
 2018-07-13 10:55:14 +02:00
ines
3a321e79ac Merge branch 'master' into develop 2018-07-10 13:49:08 +02:00
Eleni170
6042723535 Add support for Greek language (#2535) 
* Add contributor agreement

* Support for Greek language

* Fix missing el_tokenizer
 2018-07-10 13:48:38 +02:00
Stefan Schweter
3dfc7f86be lemmatizer: correct lemma for Rang (#2537) 
<!--- Provide a general summary of your changes in the title. -->

## Description

This PR corrects the German lemma form for the word "Rang". Initially, the lemma form was "ringen", which is not correct, because it refers to the verb ("ringen") and not to the noun ("Rang").

### Types of change

The lemma form for "Rang" is corrected to "Rang", see also the [Duden](https://www.duden.de/rechtschreibung/Rang) entry.

## Checklist
<!--- Before you submit the PR, go over this checklist and make sure you can
tick off all the boxes. [] -> [x] -->
- [x] I have submitted the spaCy Contributor Agreement.
- [x] I ran the tests, and all new and existing tests passed.
- [x] My changes don't require a change to the documentation, or if they do, I've added all required information.
 2018-07-10 13:11:19 +02:00
ines
fd6207426a Merge branch 'master' into develop 2018-07-09 18:05:10 +02:00
Duygu Altinok
00b9a58558 German lemmatizer additions (#2529) 
* lemma of was-> was

* added new pairs issue @2486

* added article tests
 2018-07-09 11:10:15 +02:00
ines
63666af328 Merge branch 'master' into develop 2018-07-04 14:52:25 +02:00
Muhammad Irfan
f33c703066 Add Urdu Language Support (#2430) 
* added Urdu language support.

* added Urdu language tests.

* modified conftest.py for Urdu language support.

* added spacy contributor agreement.
 2018-06-22 11:14:03 +02:00
himkt
14d9007efd fix wrong indexing (#2416) 
* fix wrong indexing

* add agreement
 2018-06-19 10:20:57 +02:00
Aliia E
428bae66b5 Add Tatar Language Support (#2444) 
* add Tatar lang support

* add Tatar letters

* add Tatar tests

* sign contributor agreement

* sign contributor agreement [x]

* remove comments from Language class

* remove all template comments
 2018-06-19 10:17:53 +02:00
ines
778e5f4da3 Merge branch 'master' into develop 2018-06-11 00:38:04 +02:00
Nour Shalabi
a169b79092 Additions to Arabic stop words. (#2422) 
* Additions to Arabic stop words.

* Create nourshalabi.md
 2018-06-08 02:33:23 +02:00
ines
330c039106 Merge branch 'master' into develop 2018-05-26 18:30:52 +02:00
Aristo Rinjuang
432ede04af adding more words and rephrasing (#2351) 
* adding more words and rephrasing

* adding a contributor

* tokenizer bugs solved
 2018-05-24 11:40:57 +02:00
Jani Monoses
ec62cadf4c Updates to Romanian support (#2354) 
* Add back Romanian in conftest

* Romanian lex_attr

* More tokenizer exceptions for Romanian

* Add tests for some Romanian tokenizer exceptions
 2018-05-24 11:40:00 +02:00
Matthew Honnibal
546dd99cdf Merge master into develop -- mostly Arabic and website 2018-05-15 18:14:28 +02:00
Tahar Zanouda
00417794d3 Add Arabic language (#2314) 
* added support for Arabic lang

* added Arabic language support

* updated conftest
 2018-05-15 00:27:19 +02:00
Jani Monoses
0e08e49e87 Lemmatizer ro (#2319) 
* Add Romanian lemmatizer lookup table.

Adapted from http://www.lexiconista.com/datasets/lemmatization/
by replacing cedillas with commas (ș and ț).

The original dataset is licensed under the Open Database License.

* Fix one blatant issue in the Romanian lemmatizer

* Romanian examples file

* Add ro_tokenizer in conftest

* Add Romanian lemmatizer test
 2018-05-12 15:20:04 +02:00
Jani Monoses
42b34832e4 Update Romanian stopword list (#2316) 
* Contributor agreement for janimo

* Update Romanian stopword list

Include the correct spellings of all the words already in the repo
that are using cedillas (ş and ţ) instead of commas (ș and ț).

Add another unrelated spelling fix.

See https://github.com/stopwords-iso/stopwords-ro/pull/1 and
https://github.com/stopwords-iso/stopwords-ro/pull/2
 2018-05-10 12:16:56 +02:00
Lucas Abbade
be7fdc59d1 Update lex_attrs.py (#2307) 
* Update lex_attrs.py

Fixed spelling mistakes of some numbers (according to Brazilian Portuguese).

* Update lex_attrs.py

As requested, I've included the correct spelling for both Brazilian Portuguese and Portuguese Portuguese.

I will advise however, that the two are separated in the future. Brazilian Portuguese is a very different language from the original one, although most of the writing is unified, the way people talk in both countries is radically different. Keeping both languages as one may lead to bigger issues in the future, especially when it comes to spell checking.
 2018-05-09 20:49:31 +02:00
mauryaland
5368ba028a Update stop_words.py for French language (#2310) 
* Add contraction forms of some common stopwords

All the stopwords added contain the apostrophe" ' "or " ’ ".

* Adds contributor agreement mauryaland

* Update mauryaland.md
 2018-05-09 12:04:38 +02:00
Paul O'Leary McCann
bd72fbf09c Port Japanese mecab tokenizer from v1 (#2036) 
* Port Japanese mecab tokenizer from v1

This brings the Mecab-based Japanese tokenization introduced in #1246 to
spaCy v2. There isn't a JapaneseTagger implementation yet, but POS tag
information from Mecab is stored in a token extension. A tag map is also
included.

As a reminder, Mecab is required because Universal Dependencies are
based on Unidic tags, and Janome doesn't support Unidic.

Things to check:

1. Is this the right way to use a token extension?

2. What's the right way to implement a JapaneseTagger? The approach in
 #1246 relied on `tag_from_strings` which is just gone now. I guess the
best thing is to just try training spaCy's default Tagger?

-POLM

* Add tagging/make_doc and tests
 2018-05-03 18:38:26 +02:00
Matthew Honnibal
2c4a6d66fa Merge master into develop. Big merge, many conflicts -- need to review 2018-04-29 14:49:26 +02:00
Robin Linderborg
1f9904ef12 fixes #2238 (#2241) 
* Remove erroneous lemma lookup år > åra in Swedish

* Add contributors agreement

* Add contrib agreement to correct directory

* Revert change to CONTRIBUTOR_AGREEMENT
 2018-04-28 14:55:22 +02:00
Robin Linderborg
d01f503b54 Remove incorrect lemma lookup gäng->gänga (#2252) 
* Remove incorrect lemma lookup gäng->gänga
In modern Swedish, "gäng" is mostly associated with "gang" or "group of people". The removed lemma lookup lemmatized it to the verb "thread".

* Add contrib agreement to correct directory

* Revert change to CONTRIBUTOR_AGREEMENT
 2018-04-28 14:54:41 +02:00
ines
686225eadd Fix Spanish noun_chunks (resolves #2210) 
Make sure 'NP' label is added to StringStore and move noun_bounds helper into a closure to allow reusing label sets
 2018-04-18 18:44:01 -04:00
Jens Dahl Møllerhøj
e5055e3cf6 Add Danish lemmatizer (#2184) 
* add danish lemmatizer

* fill contributor agreement
 2018-04-07 19:07:28 +02:00
Matthew Honnibal
21047bde52 Fix syntax error in italian lemmatizer 2018-04-03 23:13:22 +02:00
Viet Trung Tran
ea2af94cd9 Add support for Vietnamese in spaCy by leveraging Pyvi, an external Vietnamese tokenizer (#2155) 
* support for Vietnamese

* Contributor Agreement for adding Vietnamese support on spaCy
 2018-03-29 12:19:51 +02:00
ines
11c4735ccf Fix issue in Italian lemmatizer data (resolves #2050) 2018-03-27 23:55:22 +02:00
Matthew Honnibal
1f7229f40f Revert "Merge branch 'develop' of https://github.com/explosion/spaCy into develop" 
This reverts commit c9ba3d3c2d, reversing
changes made to 92c26a35d4.
 2018-03-27 19:23:02 +02:00
Ines Montani
68226109f4
Merge pull request #2142 from jimregan/polish-more-tokens 
more exceptions
 2018-03-24 19:06:44 +01:00
Matthew Honnibal
0d3bf0d4eb Merge branch 'master' of https://github.com/explosion/spaCy 2018-03-24 17:31:49 +01:00
dejanmarich
ccd1c04c63 Update stop_words.py 
Added more words
 2018-03-24 17:31:24 +01:00
ines
f1446b0257 Port over Turkish changes 2018-03-24 17:31:07 +01:00
DuyguA
cd604878a4 quick typo fix 2018-03-24 17:26:35 +01:00
Jim O'Regan
efe037e8be more exceptions 2018-03-24 00:05:27 +00:00
alldefector
f4e5904fc2 Fix Spanish noun_chunks failure caused by typo 2018-03-14 17:03:17 +01:00
Ines Montani
14e7e0f12a
Merge pull request #2000 from jimregan/polish-tag-map 
Polish tag map
 2018-02-18 19:05:58 +01:00
Matthew Honnibal
eb3040ce46
Merge pull request #1891 from fucking-signup/master 
Fix issue #1889
 2018-02-18 13:47:47 +01:00
4altinok
94fb0b75e3 code for is_currency 2018-02-11 18:51:32 +01:00
Ines Montani
0954e15dda
Merge pull request #1913 from ohenrik/nb_syntax_iterator 
Norwegian Language (nb) - Added french syntax iterator with explanation
 2018-02-06 04:59:07 +01:00
Ole Henrik Skogstrøm
251a7805fe Copied French syntax iterator to simplify future changes 2018-02-05 14:45:05 +01:00
ines
f1d3deffac Add Russian example sentences (see #1107) 2018-02-01 20:09:40 +01:00
Ole Henrik Skogstrøm
e40465487c Added french syntax iterator with explenation 2018-01-30 15:44:29 +01:00
Matthew Honnibal
cb7110c22e
Merge pull request #1882 from ohenrik/nb_lemma_and_tag_map 
Add norwegian bokmål ('nb') lemmatizer and tag_map
 2018-01-29 18:18:50 +01:00
Ali Zarezade
bb6bd3d8ae add persian language 2018-01-27 13:27:26 +03:30
Ali Zarezade
d195675db5 add persian language 2018-01-27 13:21:38 +03:30
Kit
4b42267ba3
Fix issue #1889 2018-01-25 23:17:22 +01:00
Ole Henrik Skogstrøm
8e2c9f2475 Cleaned up nb tag_map comments 2018-01-25 11:09:28 +01:00
Ole Henrik Skogstrøm
1107e89fcf Updated doc string on nb tag_map module 2018-01-25 11:08:28 +01:00
Ole Henrik Skogstrøm
4058a7d579 Fix æøå characters in lemmatizer 2018-01-24 14:03:14 +01:00
Ole Henrik Skogstrøm
42248f423f Updated tag map 2018-01-24 13:50:33 +01:00
Ole Henrik Skogstrøm
74b430b49a Correct Lemmatizer 2018-01-24 13:26:33 +01:00
Ole Henrik Skogstrøm
b9b3a40c78 Add norwegian lemmatizer and tag_map 2018-01-24 12:28:29 +01:00
Ali Zarezade
42349471bc
add ٪ as punctuation 2018-01-23 18:11:33 +03:30
Ali Zarezade
2bda582135
Add Persian character and symbols 
Add Persian characters and the following:
- ٪ used instead of %
- ؟ used instead of ?
- ﷼ used instead of $
- ، used instead of ,
- ؛ used instead of ;
 2018-01-23 13:20:36 +03:30
Kit
701e7cc6aa
Rename variable to keep code consistent 2018-01-08 03:38:44 +01:00
Kit
ed0db95183
Find lowercased forms of ordinal words, where possible 2018-01-08 03:28:50 +01:00
Kit
9bc524982e
Find lowercased forms of numeric words 2018-01-08 03:25:08 +01:00
Kevin Humphreys
7918fa4ef9 handle would've 2018-01-03 12:25:48 -08:00
zqhZY
f27859fa99 add ChineseDefaults class for pickling 2017-12-28 17:13:58 +08:00
Søren Lind Kristiansen
bef735aef7 Fix Danish abbreviation 'm.h.t.' 2017-12-21 09:24:31 +01:00
Ines Montani
a3dd167d7f
Merge branch 'master' into da_ud_tokenization 2017-12-20 21:05:34 +00:00
Ines Montani
97f100f69f
Merge pull request #1742 from kimfalk/master 
Two corrections in the da lan.
 2017-12-20 21:02:00 +00:00
Ines Montani
d682a8803e
Merge pull request #1672 from cbilgili/master 
Adds Turkish Lemmatization
 2017-12-20 21:01:00 +00:00
Benjamin Peterson
9452134cd1 remove no-break spaces from Hindi example (fixes #1750) 2017-12-20 11:35:30 -08:00
Søren Lind Kristiansen
7a2f2f6f94 Fix formatting. 2017-12-20 18:37:37 +01:00
Søren Lind Kristiansen
15d13efafd Tune Danish tokenizer to more closely match tokenization in Universal Dependencies. 2017-12-20 17:36:52 +01:00
Kim FalkJørgensen
648dc60755 Remove the incorrect exception 'm.h.t' 2017-12-20 10:02:39 +01:00
Kim FalkJørgensen
9c9f4ef84a Fixing a translation error in examples.py 
Adding an exception in the tokenizer_exceptions.py
 2017-12-19 15:26:50 +01:00
ines
22dc744b48 Fix check for '@' in like_url (see #1715) 2017-12-16 13:48:43 +01:00
Ines Montani
6455b574fc
Check for email address first 2017-12-12 10:25:13 +01:00
Bri-Will
d77361d76c
Update lex_attrs.py. Fix like_url from matching on e-mail 2017-12-11 14:13:28 -08:00
Matthew Honnibal
2ab0f2d186
Merge pull request #1664 from jimregan/italian-lemmatizer 
BOM in Italian lemmatiser
 2017-12-06 11:09:04 +01:00
Matthew Honnibal
3f247119d3
Merge pull request #1668 from sorenlind/da_morph 
Add more Danish morph rules and clean up existing ones
 2017-12-06 11:08:09 +01:00
ines
f2ea6d4713 Add Dutch example sentences (see #1107) 2017-12-01 23:36:05 +01:00
Canbey Bilgili
abe098b255 Adds Turkish Lemmatization 2017-12-01 17:04:32 +03:00
Søren Lind Kristiansen
d86b537a38 Enable morph rules for Danish 2017-11-30 15:58:02 +01:00
Søren Lind Kristiansen
13a988adc3 Remove 'Number[psor]' 2017-11-30 15:55:04 +01:00
Søren Lind Kristiansen
dd6fde18a9 Add more Danish morph rules and clean up existing ones 2017-11-30 11:17:19 +01:00
Vadim Mazaev
4ba7ddf651 Bugfixies 2017-11-30 12:29:38 +03:00
Jim O'Regan
c3e6cee17a use inan in polimorf tagset conversion 2017-11-29 23:15:47 +00:00
Jim O'Regan
b32575e78c imports 2017-11-29 23:03:41 +00:00
Jim O'Regan
3696ce6a7b add UD mapping 2017-11-29 22:59:19 +00:00
Matthew Honnibal
f9ed9ea529
Merge pull request #1624 from GreenRiverRUS/russian 
Add support for Russian
 2017-11-29 23:10:01 +01:00
Jim O'Regan
076a6fc60a symbols 2017-11-29 20:11:20 +00:00
Jim O'Regan
834ba3c69a (semi generated) Polimorf mapping 2017-11-29 20:08:24 +00:00
Jim O'Regan
ba6a23fd11 BOM in Italian lemmatiser 2017-11-29 17:40:07 +00:00
Ines Montani
9052643e2c
Merge pull request #1653 from sorenlind/da_example_typo 
Fix typo
 2017-11-27 14:47:42 +00:00
Søren Lind Kristiansen
5fe58b885b Fix typo 2017-11-27 15:36:18 +01:00
Ines Montani
d52b1ab245
Add unicode_literals (hopefully fixes test failure on Python 2) 2017-11-27 15:16:54 +01:00
Søren Lind Kristiansen
0ffd27b0f6 Add several Danish alternative spellings 2017-11-27 13:35:41 +01:00
Vadim Mazaev
cacd859dcd Added tag map, fixed tests fails, added more exceptions 2017-11-26 20:54:48 +03:00
Søren Lind Kristiansen
ef03e9ea53 Remove unused import. 2017-11-25 13:04:02 +01:00
Søren Lind Kristiansen
6aa241bcec Add day of month tokenizer exceptions for Danish. 2017-11-24 15:03:24 +01:00
Søren Lind Kristiansen
0c276ed020 Add weekday abbreviations and remove abiguous month abbreviations for Danish. 2017-11-24 14:43:29 +01:00
Søren Lind Kristiansen
056547e989 Add multiple tokenizer exceptions for Danish. 2017-11-24 11:51:26 +01:00
Søren Lind Kristiansen
ac8116510d Fix tokenization of 'i.' for Danish. 2017-11-24 11:16:53 +01:00
Vadim Mazaev
81314f8659 Fixed tokenizer: added char classes; added first lemmatizer and 
tokenizer tests
 2017-11-21 22:23:59 +03:00
Vadim Mazaev
52ee1f9bf9 Updated Russian Language, added lemmatizer, norm exceptions and lex 
attrs
 2017-11-21 11:44:46 +03:00
Vadim Mazaev
a0739a06d4 Returned russian support from v1.10 branch 2017-11-17 17:06:15 +03:00
ines
c9d72de0fb Add dummy serialization methods for Japanese and missing lang getter (resolves #1557) 2017-11-15 12:44:02 +01:00
Mathias Deschamps
c0691b2ab4 Add tokenizer exceptions for ing verbs 
Extend list of tokenizing exceptions introduced in 123810b
 2017-11-13 17:46:05 +01:00
Mathias Deschamps
288298ead9 Add norm exception for ing verbs 
Some ing verbs are sometimes written in or in'. Make the NORM form correct
 2017-11-13 17:46:05 +01:00
Abhinav Sharma
59f5740ede
improved upon the list of included stop_words 2017-11-13 17:13:49 +05:30
ines
123810b6de Add "lovin'" to tokenizer exceptions (see #1248) 2017-11-09 17:09:30 +01:00
Ines Montani
42b241ccd0
Update language code in usage example in comment 2017-11-08 11:36:38 +01:00
Abhinav Sharma
84edade82d
Create examples.py 
Populated the file with the translations of English example sentences
 2017-11-08 13:23:08 +05:30
ines
bcf42b8846 Fix typo 2017-11-08 01:06:37 +01:00
ines
acb9bdb852 Fix PRON_LEMMA imports 2017-11-06 17:41:53 +01:00
ines
baa231745c Fix Dutch tag map 2017-11-05 21:41:50 +01:00
ines
507ecb67af Fix Spanish tag map 2017-11-05 19:23:34 +01:00
ines
975e1042ff Fix Italian tag map 2017-11-05 18:34:09 +01:00
ines
6b2d6e4937 Fix Portuguese tag map 2017-11-05 18:31:00 +01:00
ines
fa2687fded Fix Dutch tag map 2017-11-05 17:57:59 +01:00
ines
fb8990d916 Fix Spanish tag map 2017-11-05 17:48:46 +01:00
ines
9d13288f73 Fix French tag map 2017-11-05 17:47:59 +01:00
ines
54579805c5 Fix French tag map 2017-11-05 17:44:05 +01:00
Matthew Honnibal
0d4bd6414e Fix Italian tag map 2017-11-05 14:11:03 +01:00
ines
ef597622a6 Add Portuguese tag map 2017-11-05 13:58:34 +01:00
ines
793c62dfda Add Dutch tag map 2017-11-05 13:48:07 +01:00
ines
f7485a09c8 Fix Italian tag map 2017-11-05 13:12:58 +01:00
ines
3cef901834 Add tag map for French and Italian 2017-11-04 23:32:51 +01:00
ines
6c15aafebd Fix formatting 2017-11-04 23:07:02 +01:00
ines
9baab241b4 Add skeleton language data for Turkish 2017-11-02 16:32:24 +01:00
ines
c6fea3e5f6 Add Romanian and Croatian skeletons (experimental) 
Add language data templates to make it easier for others to contribute to the language support
 2017-11-01 23:04:28 +01:00
ines
18c859500b Add missing imports 2017-11-01 23:02:51 +01:00
ines
819e30a26e Tidy up tokenizer exceptions 2017-11-01 23:02:45 +01:00
ines
9659391944 Update deprecated methods and add warnings 2017-11-01 16:49:42 +01:00
Ines Montani
d11659463b
Merge pull request #1152 from jimregan/develop-irish 
[WIP] attempt a port from #1147
 2017-11-01 00:23:43 +01:00
ines
7e424a1804 Don't copy exception dicts if not necessary and tidy up 2017-10-31 21:05:29 +01:00
Ines Montani
06c25a8882
Remove comma that caused list to wrap in tuple! 
Also removed extra dict wrappings for performance (we used to have them in there, but they should only really exist if copying the dict is absolutely necessary)
 2017-10-31 20:13:16 +01:00
Ines Montani
147448b65b
Add missing symbols 2017-10-31 19:34:45 +01:00
Ines Montani
9b0de9fb43
Fix import of symbols (now nested one level lower) 2017-10-31 19:17:58 +01:00
Jim O'Regan
41dd29e48e merge 2017-10-31 14:07:45 +00:00
Ines Montani
090bd00369 Merge pull request #1464 from mayukh18/develop_bengali_pronouns 
added the bengali pronouns for v2.0
 2017-10-25 21:55:25 +02:00