A non-exhaustive list of resources [Last update: Feb 2025]
OPEN SCIENCE INITIATIVE
BITSS: Berkeley Initiative for Transparency in the Social Sciences
RIOT: Reproducible, Interpretable, Open, Transparent Science Club
ReproducibiliTea: network of journal clubs (also check the reading lists!)
FORTT: Framework for Open and Reproducible Research Training
CREP: Collaborative Replications and Education Project
IRIS: digital repository of instruments and materials for research into second languages
OASIS: Open Accesible Summaries in Language Studies (subscribe to their monthly newsletter for the latest SSCI & AHCI publications in lang. learning & teaching, multilingualism)
The Open Handbook of Linguistic Data Management by MIT Press (2022)
The Turing Way: A handbook for reproducible, ethical, and collaborative research by Alan Turing Institute (2022)
BITSS MOOC: 5-week online open course based on grad course by T.Miguel at UC Berkeley
FORRT Glossary: definitions of terminology, related terms, references
Data Management Expert Guide for social sciences by CESSDA
Open and Reproducible Science Literature: community-curated summaries of OS literature
[TUR] Dilbilim Araştırmalarında Açık Bilim by Ataman, Çağlar, & Kırkıcı (2021)
[BONUS] List of articles w/ a critical view on Open Science by M. Rubin (2014-2022)
Pownall, M., Azevedo, F., Aldoh, A., Elsherif, M., Vasilev, M., Pennington, C. R., Robertson, O., Tromp, M. V., Liu, M., Makel, M. C., Tonge, N., Moreau, D., Horry, R., Shaw, J., Tzavella, L., McGarrigle, R., Talbot, C., Parsons, S., & FORRT. (2021). Embedding open and reproducible science into teaching: A bank of lesson plans and resources. Scholarship of Teaching and Learning in Psychology. Advance online publication. https://doi.org/10.1037/stl0000307
CORPORA
Databases below provide either open access or grant researcher access upon request.
CLARIN Resource Families: corpora of various languages clustered within 13 corpora types available in the CLARIN infrastructure
English-Corpora Database: free online interface for English corpora created by Prof. M. Davies
CQPWeb: Corpora database covering present-day English corpora, Historical English corpora, learner English corpora, corpora of European, South Asian and East Asian languages, maintained by Prof. A. Hardie
The BNC2014: access granted through CQPWeb
Learner corpora around the world
International Corpus of Learner English (ICLE): web based trial version provides concordancing with metadata filtering options for limited number of texts.
HKBU Corpus of Political Speeches: web-based concordance of Chinese and English texts in political discourse
TED Corpus Search Engine: POS-tagged corpus of English TED Talk data
The Turkish National Corpus (TNC): 50 million words, balanced and a representative corpus of contemporary Turkish overing a period of 24 years (1990-2013), 98% is written data + 2% is spoken data.
Corpus construction & query tool #LancsBox provides preloaded corpora including BROWN, LOB, The BNC2014 and Sketch Engine provides 30-day free tier access to a range ot other corpora.