IRIS is a free public collection of instruments, materials, stimuli, data and coding and analysis tools used for research into languages, including first, second and signed language learning, multilingualism, language education, language use and language processing. It also holds postprints of journal articles and book chapters on that research, and materials are searchable and downloadable.
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Language Drops helps learn languages with dictionaries, reading tools, lessons, pronunciation, or study resources.
Language Learners helps learn languages with dictionaries, reading tools, lessons, pronunciation, or study resources.
Public spreadsheet collecting language-learning links, tools, communities, and study resources.
Language Squad helps learn languages with dictionaries, reading tools, lessons, pronunciation, or study resources.
META-SHARE is an open language resource exchange facility for sharing and disseminating language resources. It is a network of distributed repositories holding language data and basic language processing tools, documented with metadata for uniform search and access. Members maintain their own repositories or deposit resources with hosting repositories, and third parties can search the network and acquire resources under licensing terms.
The South African Centre for Digital Language Resources (SADiLaR) is an organization focused on advancing digital language resources for African languages. It hosts a range of resources including the African Language Grammar Portal, Lwimilinks, Autshumato machine translation tools, NCHLT text services, and spelling checkers for South African languages. The centre runs initiatives including DH-IGNITE, ESCALATOR, SWiP and HESSP, offers workshops, and develops linguistic resources and terminology including the African Wordnet.
Catalogue of language resources, data and tools for linguistic research and language and speech technology within the Dutch language area, offered by the Institute for the Dutch Language. It lists text collections, word lists, scientific dictionaries, speech corpora and software. Downloading requires a login.
The Toaq Language helps learn languages with dictionaries, reading tools, lessons, pronunciation, or study resources.
Languageisavirus.com is a writing site intended to cure writer's block and inspire creativity. It offers interactive writing games, story writing activities, poem generators, writing prompts and creative writing exercises, including a haiku generator, visual poetry, a cut up generator and a Shakespearean sonnet generator.
Speechling offers a collection of free language learning tools, including listening comprehension practice, dictation practice, vocabulary flashcards, fill-in-the-blank exercises, a language quiz, and an audio dictionary. The tools are described as free forever and require no login.
A site offering side-by-side comparisons of programming languages and their compilers or runtimes. Benchmark tests are executed in a single CI job, and the static website is regenerated once a change is merged into the main branch. It aims to compare performance differences between languages and between compilers or runtimes of the same language.
ani-cli-arabic is a command-line interface tool designed for watching anime with Arabic language support. It is available for download via PyPI, AUR and GitHub, and was created by user @np4abdou1.
CLARIN-ERIC is a European research infrastructure offering sustainable access to a wide range of language data and tools to support research in humanities and social sciences. It coordinates national consortia, knowledge centres, and projects. It provides resources including a federated data search engine, the Virtual Language Observatory, and the Language Resource Switchboard. It also offers training, education, and outreach activities.
Codigo is a programming language repository for discovering trending languages, following language news, and exploring language details including code examples. It offers search and comparison of languages and lists the PyPL and TIOBE indexes and most GitHub pushes.
DevOpsGPT is a multi-agent system for AI-driven software development. It combines large language models with DevOps tools to convert natural language requirements into working software, supporting any development language and extending existing code.
META-SHARE is a network of distributed repositories for language resources, including datasets and basic language processing tools, documented with metadata for uniform search and access. Members maintain repositories using open source META-SHARE software or deposit resources in hosting repositories. Third parties can search the network and acquire resources under licensing terms.
Languageswitch is a privacy tool for blocking ads, trackers, popups, proxies, or unwanted web behavior.
Pakistan Sign Language dictionary for learning signs, meanings, and visual language references.
Stanford CS336: Language Modeling from Scratch is the official course website for a Stanford class offered in Spring 2026. The course walks students through the process of developing a language model, including data collection and cleaning for pre-training, transformer model construction, model training, and evaluation before deployment. The site provides logistics, schedule, assignments, and course materials.
SWE-bench is a benchmark for evaluating large language models on real-world software issues collected from GitHub. Given a codebase and an issue, a language model generates a patch that resolves the described problem.
SLA Speech Tools is a free and public repository for researchers and teachers interested in materials and tools on second language speech acquisition and pronunciation teaching. It offers peer-reviewed research tools and teaching tools, including explicit instruction, communicative form-focused activities and pronunciation-based tasks.
A collection of cheatsheets for popular programming languages, frameworks and development tools, each intended to include everything needed in one file. It covers languages such as Bash, C, C# and JavaScript, backend tools including Django and Node.js, frontend frameworks such as React and Vue, plus Redis, Docker and Kubernetes.
Devicon is a set of icons representing programming languages, designing, and development tools. It is available as a font or as SVG code that can be copied and pasted into a project. The project aims to gather logos for development languages and tools in one font.