في هذه الدراسة، لقد تطبيعنا ولميمتزات شركة الفنلندية الفنلندية القديمة باستخدام نموذج Lemmatization مدرب على النصوص من Agricola.نقوم بتحليل أنواع الخطأ التي تحدث وتظهر في عقود مختلفة، واستخدم معدل خطأ Word (WER) وأنواع الأخطاء المختلفة كوكيل لقياس الابتكار اللغوي والتغيير.نظرا لأن النهج المقترح يعمل، والآراء متصلة بتراكم التغييرات والابتكارات، مما يؤدي أيضا إلى انخفاض مستمر في دقة النموذج.تتضمن أنواع الخطأ الموصوفة أيضا العمل الإضافي في تحسين هذه النماذج، وثيقة المسائل الملحومة حاليا.كما قمنا بتدريب Adgeddings Word لمدة أربعة قرون من الفنلندية القديمة القديمة Lemmatized، والتي تتوفر على Zenodo.
In this study, we have normalized and lemmatized an Old Literary Finnish corpus using a lemmatization model trained on texts from Agricola. We analyse the error types that occur and appear in different decades, and use word error rate (WER) and different error types as a proxy for measuring linguistic innovation and change. We show that the proposed approach works, and the errors are connected to accumulating changes and innovations, which also results in a continuous decrease in the accuracy of the model. The described error types also guide further work in improving these models, and document the currently observed issues. We also have trained word embeddings for four centuries of lemmatized Old Literary Finnish, which are available on Zenodo.
References used
https://aclanthology.org/
Meaning precision and fulfillment has been the sole aim of any researcher in
language, and since meaning is the outcome of grammatical structure in one specific
context, that researcher must not prefer one to the other
In other words, all of the g
The objective of the research to learn the skills of historical thinking
contained in a history book second row literary secondary, adopted
search the descriptive approach, the researcher used list tool thinking
skills to historical composed of,5
Historical corpora are known to contain errors introduced by OCR (optical character recognition) methods used in the digitization process, often said to be degrading the performance of NLP systems. Correcting these errors manually is a time-consuming
There are many views on the question of the logic and mechanisms of historical
development of human society; visions and answers vary, to the extent of total conflict
sometimes, on other issues that relate organically to the first question, perhaps
This research will focus on the beginning of historical writing in
maghreb . itamis at getting knowledge of historical writing in
Maghreb as being late compared with the eastern historical writing and the relation between them and its . influemce b