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Word Embeddings Repository for Turkish

Welcome to the official repository for the senior project Word Embeddings Repository for Turkish conducted by the Bogazici University Computer Engineering Department students. This repository serves as a comprehensive source of information and documentation related to the project, including research findings, data sets, and code implementations. Our team is committed to advancing the field of natural language processing by improving the quality of word embedding models for the Turkish language. We invite you to explore our repository and join us on this exciting journey towards better language understanding.

Introduction to Word Embeddings

• Models
• Analogy/Similarity Tasks

Implementation

• Prerequisites
• Intrinsic and Extrinsic Evaluation

Training

• Word2Vec
• GloVe
• FastText
• ELMo
• BERT
• BERT with X2Static

Miscellaneous

• Preprocess
• Remote Server Configuration
• Gensim Word2Vec Modifications for Window Alignment

People

• Cahid Arda Öz
• Karahan Sarıtaş
• Advisor: Tunga Güngör