27 citations · 43 across the 8 of their papers we have counts for
8 papers · 1 filter
Optimal Turkish Subword Strategies at Scale: Systematic Evaluation of Data, Vocabulary, Morphology Interplay
Duygu Altinok
Tokenization is a pivotal design choice for neural language modeling in morphologically rich languages (MRLs) such as Turkish, where productive agglutination challenges both vocabu…
Introducing TrGLUE and SentiTurca: A Comprehensive Benchmark for Turkish General Language Understanding and Sentiment Analysis
Duygu Altinok
Evaluating the performance of various model architectures, such as transformers, large language models (LLMs), and other NLP systems, requires comprehensive benchmarks that measure…
Whispering Context: Distilling Syntax and Semantics for Long Speech Transcripts
Duygu Altinok
ASR systems often struggle with maintaining syntactic and semantic accuracy in long audio transcripts, impacting tasks like Named Entity Recognition (NER), capitalization, and punc…
Boosting CTC-Based ASR Using LLM-Based Intermediate Loss Regularization
Duygu Altinok
End-to-end (E2E) automatic speech recognition (ASR) systems have revolutionized the field by integrating all components into a single neural network, with attention-based encoder-d…
D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models
Duygu Altinok
Large language models (LLMs) have garnered significant attention and widespread usage due to their impressive performance in various tasks. However, they are not without their own…
An Ontology-Based Dialogue Management System for Banking and Finance Dialogue Systems
Duygu Altinok
Keeping the dialogue state in dialogue systems is a notoriously difficult task. We introduce an ontology-based dialogue manage(OntoDM), a dialogue manager that keeps the state of t…
DEMorphy, German Language Morphological Analyzer
Duygu Altinok
DEMorphy is a morphological analyzer for German. It is built onto large, compactified lexicons from German Morphological Dictionary. A guesser based on German declension suffixed i…
Towards Turkish ASR: Anatomy of a rule-based Turkish g2p
Duygu Altinok
This paper describes the architecture and implementation of a rule-based grapheme to phoneme converter for Turkish. The system accepts surface form as input, outputs SAMPA mapping…