Papers Morphological Analysis
“Morphological Analysis” 태그가 달린 논문 452편 · 필터 해제
Parking, Perception, and Retail: Street-Level Determinants of Community Vitality in Harbin
The commercial vitality of community-scale streets in Chinese cities is shaped by complex interactions between vehicular accessibility, environmental quality, and pedestrian perception. This study proposes an interpretab…
Large Language ModelMorphological AnalysisMultimodal Large Language ModelLexical categories of stem-forming roots in Mapudüngun verb forms
After developing a computational system for morphological analysis of the Mapuche language, and evaluating it with texts from various authors and styles, it became necessary to verify the linguistic assumptions of the so…
Morphological AnalysisTokenization Standards for Linguistic Integrity: Turkish as a Benchmark
Tokenization is a fundamental preprocessing step in NLP, directly impacting large language models' (LLMs) ability to capture syntactic, morphosyntactic, and semantic structures. This paper introduces a novel framework fo…
MMLUMorphological AnalysisMultiple-choicevalidWSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image
Recent advancements in computational pathology have produced patch-level Multi-modal Large Language Models (MLLMs), but these models are limited by their inability to analyze whole slide images (WSIs) comprehensively and…
DiagnosticLanguage ModelingLanguage ModellingLarge Language Model+4POS-tagging to highlight the skeletal structure of sentences
This study presents the development of a part-of-speech (POS) tagging model to extract the skeletal structure of sentences using transfer learning with the BERT architecture for token classification. The model, fine-tune…
Machine TranslationMorphological AnalysisPart-Of-Speech TaggingPOS+5Classification and Morphological Analysis of DLBCL Subtypes in H\&E-Stained Slides
We address the challenge of automated classification of diffuse large B-cell lymphoma (DLBCL) into its two primary subtypes: activated B-cell-like (ABC) and germinal center B-cell-like (GCB). Accurate classification betw…
Morphological AnalysisFaceDig: Automated tool for placing landmarks on facial portraits for geometric morphometrics users
Landmark digitization is essential in geometric morphometrics, enabling the quantification of biological shapes, such as facial structures, for in-depth morphological analysis. Traditional landmarking, which identifies s…
Morphological AnalysisCellpose+, a morphological analysis tool for feature extraction of stained cell images
Advanced image segmentation and processing tools present an opportunity to study cell processes and their dynamics. However, image analysis is often routine and time-consuming. Nowadays, alternative data-driven approache…
Cell SegmentationImage SegmentationMorphological AnalysisSegmentation+1Automatic 8-tissue Segmentation for 6-month Infant Brains
Numerous studies have highlighted that atypical brain development, particularly during infancy and toddlerhood, is linked to an increased likelihood of being diagnosed with a neurodevelopmental condition, such as autism.…
Domain AdaptationGenerative Adversarial NetworkHippocampusMorphological Analysis+1Model editing for distribution shifts in uranium oxide morphological analysis
Deep learning still struggles with certain kinds of scientific data. Notably, pretraining data may not provide coverage of relevant distribution shifts (e.g., shifts induced via the use of different measurement instrumen…
Deep LearningModel EditingMorphological AnalysisLLMs' morphological analyses of complex FST-generated Finnish words
Rule-based language processing systems have been overshadowed by neural systems in terms of utility, but it remains unclear whether neural NLP systems, in practice, learn the grammar rules that humans use. This work aims…
Morphological AnalysisCoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water Corals
Herein, we present CoDA, the Coral Dendroid structure Analyzer, a visual analytics suite that allows for the first time to investigate the ontogenetic morphological development of complex dendroid coral colonies, exempli…
Instance SegmentationInteractive SegmentationMorphological AnalysisSemantic SegmentationLexically Grounded Subword Segmentation
We present three innovations in tokenization and subword segmentation. First, we propose to use unsupervised morphological analysis with Morfessor as pre-tokenization. Second, we present an algebraic method for obtaining…
Machine TranslationMorphological AnalysisPart-Of-Speech TaggingSegmentation+1BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision
Byte-pair encoding (BPE) has become the default subword tokeniser in language models (LMs), allowing the representation of an infinite space of text with a finite set of units. Yet, BPE training is unsupervised, receivin…
Morphological AnalysisBlurry-Consistency Segmentation Framework with Selective Stacking on Differential Interference Contrast 3D Breast Cancer Spheroid
The ability of three-dimensional (3D) spheroid modeling to study the invasive behavior of breast cancer cells has drawn increased attention. The deep learning-based image processing framework is very effective at speedin…
Deep LearningMorphological AnalysisUzMorphAnalyser: A Morphological Analysis Model for the Uzbek Language Using Inflectional Endings
As Uzbek language is agglutinative, has many morphological features which words formed by combining root and affixes. Affixes play an important role in the morphological analysis of words, by adding additional meanings a…
Morphological AnalysisUltrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation
Recent advances in deep learning have greatly facilitated the automated segmentation of ultrasound images, which is essential for nodule morphological analysis. Nevertheless, most existing methods depend on extensive and…
AnatomyMorphological AnalysisSegmentationComparison of Current Approaches to Lemmatization: A Case Study in Estonian
This study evaluates three different lemmatization approaches to Estonian -- Generative character-level models, Pattern-based word-level classification models, and rule-based morphological analysis. According to our expe…
ClassificationLemmatizationMorphological AnalysisAmplitude-Phase Fusion for Enhanced Electrocardiogram Morphological Analysis
Considering the variability of amplitude and phase patterns in electrocardiogram (ECG) signals due to cardiac activity and individual differences, existing entropy-based studies have not fully utilized these two patterns…
Morphological AnalysisÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin
We present LatinPipe, the winning submission to the EvaLatin 2024 Dependency Parsing shared task. Our system consists of a fine-tuned concatenation of base and large pre-trained LMs, with a dot-product attention head for…
Dependency ParsingMorphological Analysis