Cover Image

TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ezerceli, Özay, Hussieni, Mahmoud El, Taş, Selva, Bayraktar, Reyhan, Terzioğlu, Fatma Betül, Çelebi, Yusuf, Asker, Yağız
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RDP LoRA: Geometry-Driven Identification for Parameter-Efficient Adaptation in Large Language Models
by: Çelebi, Yusuf, et al.
Published: (2026)

Turk-LettuceDetect: A Hallucination Detection Models for Turkish RAG Applications
by: Taş, Selva, et al.
Published: (2025)

PARROT: Persuasion and Agreement Robustness Rating of Output Truth -- A Sycophancy Robustness Benchmark for LLMs
by: Çelebi, Yusuf, et al.
Published: (2025)

Guided Decoding and Its Critical Role in Retrieval-Augmented Generation
by: Uğur, Özgür, et al.
Published: (2025)

Beyond Cosine Similarity: Taming Semantic Drift and Antonym Intrusion in a 15-Million Node Turkish Synonym Graph
by: Tosun, Ebubekir, et al.
Published: (2026)

A Hybrid Protocol for Large-Scale Semantic Dataset Generation in Low-Resource Languages: The Turkish Semantic Relations Corpus
by: Tosun, Ebubekir, et al.
Published: (2026)

TurkEmbed4Retrieval: Turkish Embedding Model for Retrieval Task
by: Ezerceli, Özay, et al.
Published: (2025)

TurkEmbed: Turkish Embedding Model on NLI & STS Tasks
by: Ezerceli, Özay, et al.
Published: (2025)

Doppler-Enhanced Deep Learning: Improving Thyroid Nodule Segmentation with YOLOv5 Instance Segmentation
by: Hussieni, Mahmoud El
Published: (2025)

Mapping estimates for the $k$-plane transform in Sobolev, Besov, and Triebel--Lizorkin Spaces
by: Terzioglu, Fatma
Published: (2026)

ColBERT-Att: Late-Interaction Meets Attention for Enhanced Retrieval
by: Patel, Raj Nath, et al.
Published: (2026)

Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
by: Reddy, Arun, et al.
Published: (2025)

NumColBERT: Non-Intrusive Numeracy Injection for Late-Interaction Retrieval Models
by: Fujimaki, Haruki, et al.
Published: (2026)

TurkBench: A Benchmark for Evaluating Turkish Large Language Models
by: Toraman, Çağrı, et al.
Published: (2026)

A Brief Online Program Integrating Mindfulness and Stretching Exercises: Effects on Well‐Being in Health Sciences Students
by: Zeynep Ayça Terzioğlu, et al.
Published: (2025)

Dependency Annotation of Ottoman Turkish with Multilingual BERT
by: Özateş, Şaziye Betül, et al.
Published: (2024)

Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever
by: Jha, Rohan, et al.
Published: (2024)

Syn-TurnTurk: A Synthetic Dataset for Turn-Taking Prediction in Turkish Dialogues
by: Bayrak, Ahmet Tuğrul, et al.
Published: (2026)

Range characterization of the weighted divergent beam and cone integral transforms
by: Terzioglu, Fatma, et al.
Published: (2026)

Stability Estimates for the $k$-plane Transform on Measures and a Hölder-Type Comparison Between Wasserstein and Max-Sliced Wasserstein Distances
by: Terzioglu, Fatma, et al.
Published: (2026)

Diagnosable ColBERT: Debugging Late-Interaction Retrieval Models Using a Learned Latent Space as Reference
by: Remy, François
Published: (2026)

RoBERTurk: Adjusting RoBERTa for Turkish
by: Tas, Nuri
Published: (2024)

ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models
by: Chaffin, Antoine, et al.
Published: (2026)

Reproduction Beyond Benchmarks: ConstBERT and ColBERT-v2 Across Backends and Query Distributions
by: Ghosh, Utshab Kumar, et al.
Published: (2026)

FGR-ColBERT: Identifying Fine-Grained Relevance Tokens During Retrieval
by: Jarolím, Antonín, et al.
Published: (2026)

ColBERT Retrieval and Ensemble Response Scoring for Language Model Question Answering
by: Gichamba, Alex, et al.
Published: (2024)

Mask-to-Height: A YOLOv11-Based Architecture for Joint Building Instance Segmentation and Height Classification from Satellite Imagery
by: Hussieni, Mahmoud El, et al.
Published: (2025)

KinyaColBERT: A Lexically Grounded Retrieval Model for Low-Resource Retrieval-Augmented Generation
by: Nzeyimana, Antoine, et al.
Published: (2025)

Is It Corruption? Late Adolescents’ Moral and Nonmoral Judgments and Reasoning in Different Contexts
by: Judith G. Smetana, et al.
Published: (2026)

TabiBERT: A Large-Scale ModernBERT Foundation Model and A Unified Benchmark for Turkish
by: Türker, Melikşah, et al.
Published: (2025)

A model and package for German ColBERT
by: Dang, Thuong, et al.
Published: (2025)

Dijital Mekân
by: Görücü, Fatma Betül
Published: (2025)

LegalTurk Optimized BERT for Multi-Label Text Classification and NER
by: Zeidi, Farnaz, et al.
Published: (2024)

The Impact of TLR4 rs41426344 Polymorphism on Ankylosing Spondylitis Disease Activity: A Study in Turkish Patients
by: Duygu Kirkik, et al.
Published: (2025)

Beyond Questions: Leveraging ColBERT for Keyphrase Search
by: Gabín, Jorge, et al.
Published: (2024)

Simple Projection Variants Improve ColBERT Performance
by: Clavié, Benjamin, et al.
Published: (2025)

THE ROLE OF FOURIER ANALYSIS IN TWO DIMENSIONAL TOMOGRAPHY
by: Mas, Andre, et al.
Published: (2026)

ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor
by: Annamoradnejad, Issa, et al.
Published: (2020)

Benchmarking Source-Sensitive Reasoning in Turkish: Humans and LLMs under Evidential Trust Manipulation
by: Karakaş, Sercan, et al.
Published: (2026)

The Validity and Reliability of the Turkish Version of the Parental Needs Scale for Rare Diseases (PNS‐RD)
by: Sema Bayraktar, et al.
Published: (2026)