Search Results - "Computer Learning and Pattern Recognition::Natural Language Processing"

Turkish legal NLP: a comprehensive AI framework for legal document understanding, summarization, and retrieval-augmented generation ; Türkçe hukuk NLP: hukuki metin anlama, özetleme ve erişim destekli üretim için kapsamlı yapay zekâ yaklaşımı

Authors: Erkan, Mehmet Ali Yozgatlıgil, Ceylan Department of Statistics

Contributors: Erkan, Mehmet Ali Yozgatlıgil, Ceylan Department of Statistics

Subject Terms: Turkish law, Legal NLP, Text summarization, Tokenization, Embedding methods, Retrieval-augmented generation, Legal AI tools, Turkish language processing, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Arbis Subjects::Natural Sciences::Statistics::Statistical Analysis and Applications

File Description: application/pdf

Relation: https://hdl.handle.net/11511/115579

Availability: https://hdl.handle.net/11511/115579

EXPERIMENTING DENSE PASSAGE RETRIEVAL FOR TURKISH LEGAL TEXTS ; TÜRKÇE HUKUKI METİNLERDE YOĞUN PARAGRAF GETİRİMİ ÜZERİNE DENEYSEL ÇALIŞMALAR

Authors: Tiryaki Onay, Yağmur Çiçekli, Fehime Nihan Department of Computer Engineering

Contributors: Tiryaki Onay, Yağmur Çiçekli, Fehime Nihan Department of Computer Engineering

Subject Terms: Information Retrieval, ColBERT, BM25, NLP, Turkish Legal Domain, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/116114

Availability: https://hdl.handle.net/11511/116114

Refurbished embeddings with integrated guidance networks for efficient context-length scaling ; Bağlam uzunluğunu verimli ölçeklemek için entegre rehber ağlarla yeniden düzenlenmiş temsiller

Authors: Çavuşoğlu, Ali Devrim Ekin Akbaş, Emre Department of Computer Engineering

Contributors: Çavuşoğlu, Ali Devrim Ekin Akbaş, Emre Department of Computer Engineering

Subject Terms: Long Document Embeddings, Contrastive Learning, Hierarchical Encoding, Guidance Networks, Document Retrieval, Large Context NLP, Token-Free Training, HDF5 Caching, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Text/Document Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/116043

Availability: https://hdl.handle.net/11511/116043

MULTILINGUAL, MULTIMODAL AND EXPLAINABLE APPROACHES FOR AUTOMATED FACT-CHECKING PROBLEM ; Otomatik Doğruluk Kontrolü Problemi için Çok Dilli, Çok Modlu ve Açıklanabilir Yaklaşımlar

Authors: Çekinel, Recep Fırat Karagöz, Pınar Department of Computer Engineering

Contributors: Çekinel, Recep Fırat Karagöz, Pınar Department of Computer Engineering

Subject Terms: fact-checking, explainability, cross-lingual learning, multimodality, causal inference, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/113463

Availability: https://hdl.handle.net/11511/113463

Bridging AI and Personalization: From Social Media Insights to Targeted Marketing ; Yapay Zeka ve Kişiselleştirme: Sosyal Medya İçgörülerinden Hedefli Pazarlamaya

Authors: Çetinkaya, Yusuf Mücahit Toroslu, İsmail Hakkı Department of Computer Engineering

Contributors: Çetinkaya, Yusuf Mücahit Toroslu, İsmail Hakkı Department of Computer Engineering

Subject Terms: AI-driven personalization, social media, targeted marketing, user segmentation, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Text/Document Processing, Computer Learning and Pattern Recognition::Human Computer Interaction

File Description: application/pdf

Relation: https://hdl.handle.net/11511/113348

Availability: https://hdl.handle.net/11511/113348

Identification and categorization of defects in construction specifications by utilizing NLP ; İnşaat teknik şartnamelerindeki kusurların NLP kullanarak tespiti ve sınıflandırılması

Authors: Madenli, Özgür Atasoy Özcan, Güzide Dikmen Toker, İrem et al.

Contributors: Madenli, Özgür Atasoy Özcan, Güzide Dikmen Toker, İrem et al.

Subject Terms: Construction specification, Machine learning, Natural language processing, Text classification, ChatGPT, Arbis Subjects::Engineering and Technology::Civil Engineering::Building Management::Construction Management, Arbis Subjects::Engineering and Technology::Civil Engineering::Building Management::Informatics in Construction Management, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/113350

Availability: https://hdl.handle.net/11511/113350

Extraction and classification of indirect cost-related clauses from construction consultancy tenders with natural language processing ; İnşaat müşavirlik ihalelerinden dolaylı maliyet ile ilgili maddelerin doğal dil işleme ile çıkarılması ve sınıflandırılması

Authors: İmamoğlu, Eray Atasoy Özcan, Güzide Dikmen Toker, İrem et al.

Contributors: İmamoğlu, Eray Atasoy Özcan, Güzide Dikmen Toker, İrem et al.

Subject Terms: Natural language processing, Construction Tenders, Consultancy, Indirect cost, Detecting Cost Clauses, Arbis Subjects::Engineering and Technology::Civil Engineering, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: 106 pages; application/pdf

Relation: https://hdl.handle.net/11511/111407

Availability: https://hdl.handle.net/11511/111407

AUTOMATED ANALYSIS OF CROSSING ACTIONS IN FOOTBALL COMMENTARY USING LARGE LANGUAGE MODELS ; FUTBOL MAÇ ANLATIMLARINDAKİ ORTA AÇMA EYLEMLERİNİN BÜYÜK DİL MODELLERİ KULLANILARAK OTOMATİK ANALİZİ

Authors: Erkul, Anıl Taşkaya Temizel, Tuğba Department of Information Systems

Contributors: Erkul, Anıl Taşkaya Temizel, Tuğba Department of Information Systems

Subject Terms: Football, Crossing, Labeling, Large Language Models, Text Classification, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/109440

Availability: https://hdl.handle.net/11511/109440

Transformer models for translating natural language sentences into formal logical expressions ; Doğal dil cümlelerini formel mantık ifadelerine çevirmek için Transformer modelleri

Authors: Deveci, İbrahim Ethem Zambak, Aziz Fevzi Temürcü, Ceyhan et al.

Contributors: Deveci, İbrahim Ethem Zambak, Aziz Fevzi Temürcü, Ceyhan et al.

Subject Terms: First-order logic, Large language models, Natural language processing, Semantic parsing, Transformer architecture, Arbis Subjects::Social Sciences and Humanities::Informatics::Cognitive Science, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/109445

Availability: https://hdl.handle.net/11511/109445

A comparative study of prompting and fine-tuning for binary text classification of sustainable development goals ; Sürdürülebilir kalkınma amaçlarının ikili metin sınıflandırmasında istemleme ve ince-ayar üzerine karşılaştırmalı bir çalışma

Authors: Atay, Mert Angın, Pelin Department of Computer Engineering

Contributors: Atay, Mert Angın, Pelin Department of Computer Engineering

Subject Terms: Large language models, Fine-tuning, Prompting, Prompt engineering, Binary text classification, Sustainable development goals, Natural language processing, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Computer Learning, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Other, Arbis Subjects::Engineering and Technology::Computer Sciences

File Description: application/pdf

Relation: https://hdl.handle.net/11511/111537

Availability: https://hdl.handle.net/11511/111537

Designing and debiasing binary classifiers for irony and satire detection ; İroni ve satir tespiti için ikili sınıflandırma modellerinin tasarlanması ve önyargıdan arındırılması

Authors: Öztürk, Aslı Umay Karagöz, Pınar Department of Computer Engineering

Contributors: Öztürk, Aslı Umay Karagöz, Pınar Department of Computer Engineering

Subject Terms: Debiasing, Irony detection, Large language models, Natural language processing, Sentiment analysis, Text generation, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/112919

Availability: https://hdl.handle.net/11511/112919

Passage Retrieval on Turkish Legal Texts Using BERT ; BERT Kullanarak Türkçe Hukuk Metinlerinden Pasaj Bulma

Authors: Civelek, Seda Çiçekli, Fehime Nihan Department of Computer Engineering

Contributors: Civelek, Seda Çiçekli, Fehime Nihan Department of Computer Engineering

Subject Terms: Passage Retrieval, Turkish Legal Texts, BM25, BERT, Information Retrieval, Legal Research, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/111363

Availability: https://hdl.handle.net/11511/111363

KNOWLEDGE GRAPH AUGMENTED MULTI-HOP QUESTION ANSWERING USING LARGE LANGUAGE MODELS ; BÜYÜK DİL MODELLERI KULLANILARAK BİLGİ GRAFİĞİ DESTEKLİ ÇOK ADIMLI SORU CEVAPLAMA

Authors: Sağlam, Barış Deniz Koçyiğit, Altan Department of Data Informatics

Contributors: Sağlam, Barış Deniz Koçyiğit, Altan Department of Data Informatics

Subject Terms: multi-hop question answering, large language model, knowledge graph, question decomposition, prompt engineering, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/111317

Availability: https://hdl.handle.net/11511/111317

Linking discourse-level information: A study on discourse relation alignment within multiple texts and languages ; Derlem seviyesi bilginin bağlanması: Birden fazla metin ve dilde derlem ilişkisi hizalaması üzerine bir çalışma

Authors: Özer, Sibel Zeyrek Bozşahin, Deniz Department of Cognitive Sciences

Contributors: Özer, Sibel Zeyrek Bozşahin, Deniz Department of Cognitive Sciences

Subject Terms: Discourse relation alignment, Lexicon induction, Multilingual corpora, Cross-linguistic corpus analysis, Arbis Subjects::Social Sciences and Humanities::Informatics::Cognitive Science, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: 116 pages; application/pdf

Relation: https://hdl.handle.net/11511/111358

Availability: https://hdl.handle.net/11511/111358

Snippet generation using LAIR (Local Alignment for Information Retrieval) ; LAIR (Bilgi Alma için Yerel Hizalama) kullanarak pasaj oluşturma

Authors: Yılmaz, Mert Anıl Çiçekli, Fehime Nihan Department of Computer Engineering

Contributors: Yılmaz, Mert Anıl Çiçekli, Fehime Nihan Department of Computer Engineering

Subject Terms: Information retrieval, Bioinformatics, Local sequence alignment, Snippet generation, Arbis Subjects::Engineering and Technology::Computer Sciences::Bioinformatics, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Text/Document Processing, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: 69 pages; application/pdf

Relation: https://hdl.handle.net/11511/104492

Availability: https://hdl.handle.net/11511/104492

Context- and sentiment-aware machine learning models for sentiment analysis ; Duygu analizi icin bağlam ve duyguya duyarlı makine öğrenmesi modelleri

Authors: Deniz Kızılöz, Firdevsi Ayça Angın, Pelin Angın, Merih et al.

Contributors: Deniz Kızılöz, Firdevsi Ayça Angın, Pelin Angın, Merih et al.

Subject Terms: Natural language processing, Sentiment analysis, Machine learning, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology

File Description: application/pdf

Relation: https://hdl.handle.net/11511/102575

Availability: https://hdl.handle.net/11511/102575

AUTOMATIC EVALUATION OF MOBILE HEALTH APPLICATIONS ACCORDING TO PERSUASIVE SYSTEM DESIGN PRINCIPLES AND MOBILE APPLICATION RATING SCALE ; MOBİL SAĞLIK UYGULAMALARININ İKNA EDİCİ SİSTEM TASARIM PRENSİPLERİNE VE MOBİL UYGULAMA DERECELENDİRME ÖLÇEĞİNE GÖRE OTOMATİK DEĞERLENDİRİLMESİ

Authors: AFŞİN, YASİN Taşkaya Temizel, Tuğba Department of Information Systems

Contributors: AFŞİN, YASİN Taşkaya Temizel, Tuğba Department of Information Systems

Subject Terms: Data Mining, Mobile Health Applications, Persuasive System Design, Mobile Application Quality, Arbis Subjects::Social Sciences and Humanities::Informatics, Arbis Subjects::Health Sciences, Arbis Subjects::Social Sciences and Humanities::Informatics::Information Technologies, Arbis Subjects::Social Sciences and Humanities::Informatics::Software Management, Arbis Subjects::Engineering and Technology::Computer Sciences::Software::Software Engineering, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition

File Description: 50 pages; application/pdf

Relation: https://hdl.handle.net/11511/104449

Availability: https://hdl.handle.net/11511/104449

Named entity recognition and explainability analysis on Turkish sports news texts ; Türkçe spor haberleri metinlerinde varlık ismi tanıma ve yorumlanabilirlik analizi

Authors: Kılıç, Yüksel Pelin Karagöz, Pınar Department of Computer Engineering

Contributors: Kılıç, Yüksel Pelin Karagöz, Pınar Department of Computer Engineering

Subject Terms: Named entity recognition, Sports domain, Google BERT, LIME, SHAP, Sequence tagging, Token classification, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/107643

Availability: https://hdl.handle.net/11511/107643

Gravitation: a text analytics approach to map out the research field ; Gravitasyon: metin analizi yaklaşımı ile bir inceleme

Authors: Koldaş, Güliz Berfin Tekin, Bayram Department of Physics

Contributors: Koldaş, Güliz Berfin Tekin, Bayram Department of Physics

Subject Terms: Gravitation, General relativity, Text analytics, Science mapping, Arbis Subjects::Natural Sciences::Physics, Arbis Subjects::Natural Sciences::Physics::Astronomy and Astrophysics, Arbis Subjects::Natural Sciences::Physics::Other, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: 103 pages; application/pdf

Relation: https://hdl.handle.net/11511/105110

Availability: https://hdl.handle.net/11511/105110

Analysis of graph and text representation techniques for news recommendation and news classification ; Haber önerme ve sınıflandırmada çizge ve metin gösterim yöntemlerinin analiz edilmesi

Authors: Ağrıman, Mustafa Karagöz, Pınar Department of Computer Engineering

Contributors: Ağrıman, Mustafa Karagöz, Pınar Department of Computer Engineering

Subject Terms: Graph, Graph embedding, Graph mining, News recommendation, News classification, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/96321

Availability: https://hdl.handle.net/11511/96321