Morphological Tagging

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

4 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

26 shown of 26 papers with code (95 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.

• Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation
  24 Aug 2023 2 repositories listed
  In this work, we use a multilingual knowledge distillation approach to train BERT models to produce sentence embeddings for Ancient Greek text.
• AlephBERT:A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With
  8 Apr 2021 2 repositories listed Syntology ran 2 of 2 samples · 0 unverified
  Second, there are no accepted tasks and benchmarks to evaluate the progress of Hebrew PLMs on.
• Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings
  21 May 2018 2 repositories listed
  In this paper, we investigate models that use recurrent neural networks with sentence-level context for initial character and word-based representations.
• GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek
  11 Dec 2024 1 repository listed
  We present GR-NLP-TOOLKIT, an open-source natural language processing (NLP) toolkit developed specifically for modern Greek.
• Latin Treebanks in Review: An Evaluation of Morphological Tagging Across Time
  13 Aug 2024 1 repository listed
  Existing Latin treebanks draw from Latin's long written tradition, spanning 17 centuries and a variety of cultures.
• Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers
  30 May 2024 1 repository listed
  This work describes our submission to the constrained subtask of the SIGTYP 2024 shared task, focusing on PoS tagging, morphological tagging, and lemmatization for 13 historical languages.
• SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes
  19 Feb 2023 1 repository listed
  We present a neural Sanskrit Natural Language Processing (NLP) toolkit named SanskritShala (a school of Sanskrit) to facilitate computational linguistic analyses for several tasks such as word segmentation,…
• A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit
  22 Aug 2022 1 repository listed
  The phenomenon of compounding is ubiquitous in Sanskrit.
• TurkishDelightNLP: A Neural Turkish NLP Toolkit
  1 Jul 2022 1 repository listed
  We introduce a neural Turkish NLP toolkit called TurkishDelightNLP that performs computational linguistic analyses from morphological level to semantic level that involves tasks such as stemming, morphological…
• Part-of-speech tagging of Swedish texts in the neural era
  1 May 2021 1 repository listed
  We train and test five open-source taggers, which use different methods, on three Swedish corpora, which are of comparable size but use different tagsets.
• Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing
  9 Jan 2021 1 repository listed
  Finally, we create a demo video for Trankit at: https://youtu.
• Tagging and parsing of multidomain collections
  17 Jun 2020 1 repository listed
  In this paper we describe our submission to GramEval2020 competition on morphological tagging, lemmatization and dependency parsing.
• Evaluating Neural Morphological Taggers for Sanskrit
  21 May 2020 1 repository listed
  Neural sequence labelling approaches have achieved state of the art results in morphological tagging.
• Morphological Tagging and Lemmatization of Albanian: A Manually Annotated Corpus and Neural Models
  2 Dec 2019 1 repository listed
  In this paper, we present the first publicly available part-of-speech and morphologically tagged corpus for the Albanian language, as well as a neural morphological tagger and lemmatizer trained on it.
• Inforex --- a Collaborative Systemfor Text Corpora Annotation and Analysis Goes Open
  1 Sep 2019 1 repository listed
  In the paper we present the latest changes introduce to Inforex {---} a web-based system for qualitative and collaborative text corpora annotation and analysis.
• Morpheus: A Neural Network for Jointly Learning Contextual Lemmatization and Morphological Tagging
  1 Aug 2019 1 repository listed
  In this study, we present Morpheus, a joint contextual lemmatizer and morphological tagger.
• Word Embeddings for the Armenian Language: Intrinsic and Extrinsic Evaluation
  7 Jun 2019 1 repository listed
  In this work, we intrinsically and extrinsically evaluate and compare existing word embedding models for the Armenian language.
• Multi Task Deep Morphological Analyzer: Context Aware Joint Morphological Tagging and Lemma Prediction
  21 Nov 2018 1 repository listed
  The ambiguities introduced by the recombination of morphemes constructing several possible inflections for a word makes the prediction of syntactic traits in Morphologically Rich Languages (MRLs) a notoriously…
• Modeling Composite Labels for Neural Morphological Tagging
  20 Oct 2018 1 repository listed
  Neural morphological tagging has been regarded as an extension to POS tagging task, treating each morphological tag as a monolithic label and ignoring its internal structure.
• Tree-Stack LSTM in Transition Based Dependency Parsing
  1 Oct 2018 1 repository listed
  We introduce tree-stack LSTM to model state of a transition based parser with recurrent neural networks.
• Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit
  5 Sep 2018 1 repository listed
  The configurational information in sentences of a free word order language such as Sanskrit is of limited use.
• Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?
  28 Aug 2018 1 repository listed
  In this paper, we investigate which character-level patterns neural networks learn and if those patterns coincide with manually-defined word segmentations and annotations.
• A General-Purpose Tagger with Convolutional Neural Networks
  6 Jun 2017 1 repository listed
  We present a general-purpose tagger based on convolutional neural networks (CNN), used for both composing word vectors and encoding context information.
• What do Neural Machine Translation Models Learn about Morphology?
  11 Apr 2017 1 repository listed
  Neural machine translation (MT) models obtain state-of-the-art performance while maintaining a simple, end-to-end architecture.
• Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks
  1 Apr 2017 1 repository listed
  We introduce a constituency parser based on a bi-LSTM encoder adapted from recent work (Cross and Huang, 2016b; Kiperwasser and Goldberg, 2016), which can incorporate a lower level character biLSTM (Ballesteros et al.,…
• Neural Morphological Tagging from Characters for Morphologically Rich Languages
  21 Jun 2016 1 repository listed
  We systematically explore a variety of neural architectures (DNN, CNN, CNNHighway, LSTM, BLSTM) to obtain character-based word vectors combined with bidirectional LSTMs to model across-word context in an end-to-end…

Syntology lines on 1 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.