User:Aida/Application

• Name: Sundetova Aida

• E-mail address: sun27aida@gmail.com

• Other information that may be useful to contact you: nick on the #apertium channel: Aida

• Why is it you are interested in machine translation?
  • I have started to learn machine translation in 2012 when I joined to a project, which included developing machine translation from English to Kazakh. Before it I was really interested in artificial intelligence and automation of processes. I continued developing english-kazakh machine translation on Apertium and tried to know more about Apertium free/open-source machine translation platform. Knowledge of the languages, programming and my target to do translation better helped me to learn new programming language as XML and improve my working skills.
• Why is it that they are interested in the Apertium project?
  • At the first, Apertium is free/open-source machine translation platform, which means that developers from other countries like me can join and start to do translations for new language pair. Apertium uses Unix “pipelines” which are very useful for fast diagnosis and debugging and I can use additional modules between existing modules, like using HFST(Helsinki finite-state transducer) for morphological analysis and generation for Kazakh language.
• Which of the published tasks are you interested in? What do you plan to do?
  • I plan to improve “Apertium English-kazakh” to reach a good translation quality. I already develop this pair, but it doesn't have corpora and enough vocabulary to show adequate translation. My target is to make vocabulary coverage bigger than now by using corpora from news and wikipedia and come close to working translator.
• Include a proposal, including
  • a title, --what title??
  • reasons why Google and Apertium should sponsor it,
• a description of how and who it will benefit in society,
  • English to Kazakh machine translation are very important, because Kazakh is Turkic language, so transfer rules, which I write for this pair can be useful for another English – Turkic Languages pairs.
• and a detailed work plan (including, if possible, a brief schedule with milestones and deliverables). Include time needed to think, to program, to document and to disseminate.
  • I plan to work more on vocabulary, and add transfer rules is it needed.
• List your skills and give evidence of your qualifications. Tell us what is your current field of study,

major, etc. Convince us that you can do the work. In particular we would like to know whether you have programmed before in open-source projects.

• • I have developed a English to Kazakh machine translation on Apertium since 2012 and Kazakh to English since 2013. I have great experience in writing and correcting transfer rules, lexical selection and constraint grammar rules, also adding vocabulary in monolingual and bilingual dictionaries. I study on 4th grade of bachelor's degree in Information Systems and I will graduate in the summer 2014. I know programming languages: C, C++, C#, HTML, XML, and I have basic knowledge of PHP. In addition, I can work with databases and know SQL. My mother language is Kazakh and I also speak English and Russian.

• List any non-Summer-of-Code plans you have for the Summer, especially employment, if you are applying for internships, and class-taking. Be specific about schedules and time commitments. we would like to be sure you have at least 30 free hours a week to develop for our project.
  • Before 20 of June I have final exams, but I will have about 3 hours a day to work on project. After graduating from the university I will be free and can spend 30 hours a week on Apertium.

Major goals

• Good WER
• Clean testvoc
• 8'000 stems in bidix (~700 stems per week, or ~100 per day)
• Additional rules:transfer, lexical, constraint grammar(~10 per week,or ~2 per day)

Schedule

Timeline

See GSoC 2014 Timeline for complete timeline. Important coding dates follow:

• April 22nd: begin working on project
• June 27th - August 17th: midterm evaluations
• August 18th: 'pencils down' date
• August 22th: final evaluation

Workplan

week	dates	goals	eval	accomplishments	notes
post-application period 23 March - 17 April		finish coding challenge with WER ~30% total 300 stems in dix	4/5 good	--- ---	Demonstrated ability to add stems to dix and lexc. A couple easy lexical selection rules are still not written. Needs for transfer rules in eng-kaz.t2x
community bonding period 17 April - 1 June		run first testvoc run coverage scripts get first frequency lists write ≥4 lexical selection rules write ≥3 transfer rules write ≥4 disambig rules note: should be in IRC every day	3/5 okay	— -- -- -- -- —	demonstrated ability to work with lexical selection rules demonstrated ability to work with transfer rules demonstrated ability to work with constraint grammar rules got only some experience with coverage scripts
1	1 - 22 June	total 1500 stems in dix clean testvoc for <postadv> <ij> adding transfer rules 500-word evaluation, WER ~30%	0/5 fail
2	23 - 29 June	total 2200 stems in dix clean testvoc for <num> <post> adding transfer rules	0/5 fail	-
3	30 - 6 July	total 2900 stems in dix clean testvoc for <cnjcoo> <cnjadv> <cnjsub> adding transfer rules	2/5 lacking	-- --
4	7 - 13 July	total 3600 stems in dix clean testvoc for <adv> adding transfer rules	2/5 lacking	-- --
5	14 - 20 July	total 4200 stems in dix clean testvoc for <prn> <det> adding transfer rules	3/5 okay
6	21 - 27 July	total 4900 stems in dix clean testvoc for <adj> <adj><advl> adding transfer rules	3/5 okay	--
7	28 - 3 August	total 5600 stems in dix adding transfer rules	2/5 lacking
4 - 11 August		total 6300 stems in dix 500-word evaluation, WER ~30%	2/5 lacking
8	4 - 10 August	total 7200 stems in dix clean testvoc for <n> <num><subst> <np> <adj><subst> trimmed coverage 75%	2/5 lacking	stems in dix: 6493 trimmed coverage: 79.6%,74.1%
9	11 - 17 August	total 8000 stems in dix trimmed coverage 78%	2/5 lacking
10	18 - 24 August	total 8800 stems in dix trimmed coverage 81%	3/5 okay
11	25 - 31 August	total 9600 stems in dix clean testvoc for <v> trimmed coverage 83%	3/5 okay	stems in dix: 6730 trimmed coverage: 82.5%,78.4% azattyq_24455849 WER: 6.62%
12	1 - 7 September	total 10400 stems in dix trimmed coverage 85%	3/5 okay	stems in dix: 7007 trimmed coverage: 84.2%,79.8%	Good adjective typology Decent progress on coverage Not around much later in the week Still no testvoc... —Firespeaker 07:29, 10 September 2013 (UTC)
13	8 - 15 September	total 11200 stems in dix trimmed coverage 87%	1/5 bad	stems in dix: 7454 trimmed coverage: 85.2%,80.4%	Decent increase in coverage Still no testvoc Still ~600 unsorted ADJ Not around much —Firespeaker 20:06, 22 September 2013 (UTC)
pencils-down week final evaluation 16 - 23 September		total 12000 stems in dix 500-word evaluation, WER ~10% clean testvoc for all categories trimmed coverage 88% release 0.1.0 and move to trunk		stems in dix: 7546 trimmed coverage: 85.8%,81.6%	Good coverage "Good" WER results But lots of # and * errors :( No work on testvoc Some ADJ sorted; still >500 unsorted only 2 sets of LRX rules since early in GSoC only 1 transfer rule since early in GSoC
Final evaluation					Has improved coverage a certain amount Has not done anything else Mentors have had to nag to get him to work Has not been around enough Among the lowest-performing students Has not improved since midterm Last-ditch efforts not at all impressive

Tips and Tricks

Adding stems quickly

• Add top stems from frequency lists of unknown forms
• Use spectie's dix-entries-to-be-checked script