Morphological Analysis

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

5 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

30 shown of 73 papers with code (452 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• POS-tagging to highlight the skeletal structure of sentences
  21 Nov 2024 2 repositories listed
  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.
• Lexically Grounded Subword Segmentation
  19 Jun 2024 2 repositories listed Syntology ran 3 of 3 samples · 0 unverified
  Third, we introduce an efficient segmentation algorithm based on a subword bigram model that can be initialized with the lexically aware segmentation method to avoid using Morfessor and large embedding tables at…
• Neuro-evolutionary evidence for a universal fractal primate brain shape
  16 Sep 2022 2 repositories listed
  To demonstrate the importance of this new understanding, we show a scale-dependent effect of ageing on brain morphology.
• Learning Symbolic Rules for Reasoning in Quasi-Natural Language
  23 Nov 2021 2 repositories listed
  In this work, we ask how we can build a rule-based system that can reason with natural language input but without the manual construction of rules.
• DEEMD: Drug Efficacy Estimation against SARS-CoV-2 based on cell Morphology with Deep multiple instance learning
  10 May 2021 2 repositories listed Syntology ran 4 of 4 samples · 0 unverified · 4 pointer-only (licence)
  DEEMD can be explored for use on other emerging viruses and datasets to rapidly identify candidate antiviral treatments in the future}.
• An Unsupervised Method for Weighting Finite-state Morphological Analyzers
  1 May 2020 2 repositories listed
  In this paper, we have developed a method for weighting a morphological analyzer built using finite state transducers in order to disambiguate its results.
• Evaluating Gender Bias in Machine Translation
  3 Jun 2019 2 repositories listed Syntology ran 2 of 7 samples · 5 unverified
  We present the first challenge set and evaluation protocol for the analysis of gender bias in machine translation (MT).
• Morphological analysis using a sequence decoder
  21 May 2018 2 repositories listed
  Our Morse implementation and the TrMor2018 dataset are available online to support future research\footnote{See \url{https://github.
• Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Scarcity
  31 Oct 2016 2 repositories listed
  In this paper we describe an end to end Neural Model for Named Entity Recognition NER) which is based on Bi-Directional RNN-LSTM.
• Rotation-invariant convolutional neural networks for galaxy morphology prediction
  24 Mar 2015 2 repositories listed
  Unfortunately, even this approach does not scale well enough to keep up with the increasing availability of galaxy images.
• Cellpose+, a morphological analysis tool for feature extraction of stained cell images
  24 Oct 2024 1 repository listed
  Advanced image segmentation and processing tools present an opportunity to study cell processes and their dynamics.
• LLMs' morphological analyses of complex FST-generated Finnish words
  11 Jul 2024 1 repository listed
  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.
• CoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water Corals
  26 Jun 2024 1 repository listed
  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,…
• BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision
  13 Jun 2024 1 repository listed
  We find that our method, BPE-knockout, is effective at making BPE’s segmentation positions adhere better to derivational and compound boundaries in English, Dutch and German, and improves token-based tasks in Dutch…
• Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation
  23 Apr 2024 1 repository listed
  Especially, an asymmetric learning framework is developed by extending the aspect ratio annotations with two types of pseudo labels, i.
• Amplitude-Phase Fusion for Enhanced Electrocardiogram Morphological Analysis
  15 Apr 2024 1 repository listed
  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…
• ÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin
  8 Apr 2024 1 repository listed
  Our system consists of a fine-tuned concatenation of base and large pre-trained LMs, with a dot-product attention head for parsing and softmax classification heads for morphology to jointly learn both dependency parsing…
• SMTF: Sparse transformer with multiscale contextual fusion for medical image segmentation
  24 Mar 2024 1 repository listed
  The proposed model combines convolutional operations and attention mechanisms to form a U-shaped framework to capture both local and global information.
• Exploring Tokenization Strategies and Vocabulary Sizes for Enhanced Arabic Language Models
  17 Mar 2024 1 repository listed
  This paper presents a comprehensive examination of the impact of tokenization strategies and vocabulary sizes on the performance of Arabic language models in downstream natural language processing tasks.
• AutoTRIZ: Automating Engineering Innovation with TRIZ and Large Language Models
  13 Mar 2024 1 repository listed
  However, the complexity of TRIZ and its reliance on users' knowledge, experience, and reasoning capabilities limit its practicality.
• VNLP: Turkish NLP Package
  2 Mar 2024 1 repository listed
  In this work, we present VNLP: the first dedicated, complete, open-source, well-documented, lightweight, production-ready, state-of-the-art Natural Language Processing (NLP) package for the Turkish language.
• Improving Korean NLP Tasks with Linguistically Informed Subword Tokenization and Sub-character Decomposition
  7 Nov 2023 1 repository listed
  We introduce a morpheme-aware subword tokenization method that utilizes sub-character decomposition to address the challenges of applying Byte Pair Encoding (BPE) to Korean, a language characterized by its rich…
• GEO-Nav: a geometric dataset of voltage-gated sodium channels
  21 Jun 2023 1 repository listed
  Voltage-gated sodium (Nav) channels constitute a prime target for drug design and discovery, given their implication in various diseases such as epilepsy, migraine and ataxia to name a few.
• Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological images
  13 Jan 2023 1 repository listed
  In this study, we propose a DL-based methodology for semantic segmentation of tau lesions (i.
• Transformers on Multilingual Clause-Level Morphology
  3 Nov 2022 1 repository listed
  While transformer architectures with data augmentation achieved the most promising results for inflection and reinflection tasks, prefix-tuning on mGPT received the highest results for the analysis task.
• Deep learning-based identification of sub-nuclear structures in FIB-SEM images
  19 Jul 2022 1 repository listed
  Lastly, we highlight specific aspects of the model that can be optimized for its broad application to other volumetric imaging data as well as in situ cryo-electron tomography.
• Word Segmentation and Morphological Parsing for Sanskrit
  30 Jan 2022 1 repository listed
  We describe our participation in the Word Segmentation and Morphological Parsing (WSMP) for Sanskrit hackathon.
• A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek
  1 Nov 2021 1 repository listed
  This paper presents a pilot study to automatic linguistic preprocessing of Ancient and Byzantine Greek, and morphological analysis more specifically.
• Hunspell for Sorani Kurdish Spell Checking and Morphological Analysis
  14 Sep 2021 1 repository listed
  Spell checking and morphological analysis are two fundamental tasks in text and natural language processing and are addressed in the early stages of the development of language technology.
• Neural Morphology Dataset and Models for Multiple Languages, from the Large to the Endangered
  26 May 2021 1 repository listed
  We train neural models for morphological analysis, generation and lemmatization for morphologically rich languages.

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.