🐢 🌎 📚 a community-owned language-learning platform
Training a neural network to isolate comprehensible input from unstructured text to aid vocabulary acquisition.
The University of Pittsburgh English Language Institute Corpus (PELIC) dataset
Apps and materials for German langauge and its comparison.
Exploring the Efficacy of Idiomify: How Effective is GPT-3 for Teaching Idioms to EFL Writers?
Editor for normalising learner texts (error annotation and tagging.)
Lessons for learning a foreign language. Formerly a wiki, now a static site built with Hugo.
Language learning, for power users
Browser based Finnish language learning/referencing platform.
The LexTALE-package calculates the % correctAv score for the LexTALE-test, English, German and Dutch versions.
A CEFR-aligned knowledge graph of English grammar.
Official personal website of Sifaks Ousmail — applied linguistics, SLA, AI-assisted language learning, and French pronunciation research.
♪♫♬This could be Rotterdam or anywhere ; Liverpool or Rome ; 'Cause Rotterdam is anywhere ; Anywhere alone ; Anywhere alone♪♫♬
Web App to test your pronunciation
Learn a language, together
Open CEFR difficulty ratings for Netflix titles, for language learners. 106 title-language entries, CC BY 4.0.
Example project (Summer 2026): a hierarchical Bayesian model of Duolingo learners' errors in PyMC with ADVI, model ladders, transfer across courses and conformal abstention, with a candid staff review
Методист-наставник по самостоятельному изучению иностранных языков — скилл для Claude Code. Строит и пересматривает доказательный (SLA) план обучения по дням: setup / review / adjust.
Whisper transcription + automated 0–4 scoring for Spanish elicited-imitation tests. Rule-based vs LLM scorer agreement: quadratic-weighted κ = 0.71.
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