NER tagging with HMM and Viterbi algorithm - University Project
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Updated
Jul 27, 2024 - Jupyter Notebook
NER tagging with HMM and Viterbi algorithm - University Project
A number of command-line tools for working with FoLiA (Format for Linguistic Annotation). Includes validators, converters, visualisers, and more.
A Python3 package for extracting syntactic complexity measures from CoNLL-U annotations.
A pipeline for machine translation (using OPUS-MT models) of parliamentary text collections in 30+ languages (ParlaMint corpora). The pipeline includes parsing TEI XLM and CONLL-u files, linguistic processing with the Stanza pipeline, machine translation and word alignment with the Eflomal tool.
Count Bigram frequency in a conllu format corpus
Exploring and visualizing CONULLU files in Python
A tool for validating English CoNLL-U data files.
A package for manipulating Universal Dependencies trees
Repository for the paper "Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities"
A minimal, pure Python library to interface with CoNLL-U format files.
GitHub repository for Arc-Eager Transition-Based Parser
Tool for translating a corpus file from one language to another.
Analysing different text representations for genre identification. I parse CONLL-u files and extract various representations of a text (running text, lemmas, part-of-speech), then train a Fasttext model on each to see which representation is the most beneficial for the genre identification task.
Toolkit that simplifies corpus processing
ACoLi CoNLL libraries: Several tools for processing, manipulating and transforming TSV formats (CoNLL-RDF, CoNLL-Merge, CQP4RDF)
End-to-end integration of HuggingFace's models for sequence labeling.
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