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4 papers · 1 filter
SQuARE: Structured Query & Adaptive Retrieval Engine For Tabular Formats
Chinmay Gondhalekar, Urjitkumar Patel, Fang-Chun Yeh
Accurate question answering over real spreadsheets remains difficult due to multirow headers, merged cells, and unit annotations that disrupt naive chunking, while rigid SQL views…
Doğal Dil İşlemede Tokenizasyon Standartları ve Ölçümü: Türkçe Üzerinden Büyük Dil Modellerinin Karşılaştırmalı Analizi
M. Ali Bayram, Ali Arda Fincan, Ahmet Semih Gümüş +3
Tokenization is a fundamental preprocessing step in Natural Language Processing (NLP), significantly impacting the capability of large language models (LLMs) to capture linguistic…
Büyük Dil Modelleri için TR-MMLU Benchmarkı: Performans Değerlendirmesi, Zorluklar ve İyileştirme Fırsatları
M. Ali Bayram, Ali Arda Fincan, Ahmet Semih Gümüş +3
Language models have made significant advancements in understanding and generating human language, achieving remarkable success in various applications. However, evaluating these m…
MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation (RAG) Framework for Financial Question Answering
Chinmay Gondhalekar, Urjitkumar Patel, Fang-Chun Yeh
Financial documents--such as 10-Ks, 10-Qs, and investor presentations--span hundreds of pages and combine diverse modalities, including dense narrative text, structured tables, and…