Fatih Beyhan

Experience

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  Koç Üniversitesi

  Jun 2020 - Aug 2020

  Research Assistant

  Research Assistant in EMW Project which is an ERC funded project. Implemented:• Collected news from various sources• Built deep learning models for protest-related news detection, event and argument extraction, and event coreference resolution in multilingual settingSupervised by PhD. Ali Hürriyetoğlu and ML/NLP team of EMW Project.

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  Sabancı Üniversitesi

  Sept 2020 - Jul 2022

  Teaching Assistant

  • CS445 | Natural Language Processing• CS412 | Machine Learning• IF100 | Computational Approaches to Problem Solving (Introduction to Python)

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  TÜBİTAK

  Mar 2021 - Jul 2022

  Research Assistant

  1) End-to-end Neural Entity Linking System with Entitypedia and EntityBERT• Collecting Turkish news from various sources• Creating the first Turkish entity-linking dataset• Building Entitypedia, extended task-specific knowledge-base, by utilizing Wikipedia• Building EntityBERT transformer encoder model by modifying BERT architecture2) A Deep Learning-Based Hate Speech Detection System: A Comparative Analysis of Turkey and Tunisia• Creating the first Turkish hate speech dataset • Developing annotation schema for extensive Turkish hate speech dataset• Building state-of-the-art deep learning models to detect hate speech in Turkish• Conducting experiments on hate speech detection in multilingual and low-resource settings Show less

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  Translated

  Aug 2022 - Nov 2022

  Deep Learning Scientist

  • Trained various TTS models for different languages• Autonomous work on grapheme-to-phoneme conversion

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  Amazon

  Dec 2022 - Jun 2023

  Applied Scientist

  Worked on TTS Research.

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  Amazon

  Oct 2023 - now

  Applied Scientist