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Sascha Wolfer<p>Just published:</p><p>Supplementing CEFR-graded vocabulary lists for language learners by leveraging information on dictionary views, corpus frequency, part-of-speech, and polysemy</p><p>A machine-learning method to suggest word candidates for CEFR-graded vocabulary lists.</p><p><a href="https://doi.org/10.1057/s41599-025-05446-y" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1057/s41599-025-054</span><span class="invisible">46-y</span></a></p><p>- We compare 4 machine-learning algorithms: Regression trees, ordinal logistic regression, random forests, &amp; naïve Bayes<br>- All are better than a random baseline (approx. double the accuracy).<br>- From these we use random forests (2k trees) to impute the <a href="https://fediscience.org/tags/CEFR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CEFR</span></a> level of previously unlabeled words</p><p><a href="https://fediscience.org/tags/linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>linguistics</span></a> <a href="https://fediscience.org/tags/CEFR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CEFR</span></a> <a href="https://fediscience.org/tags/frequency" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>frequency</span></a> <a href="https://fediscience.org/tags/dictionary" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dictionary</span></a> <a href="https://fediscience.org/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a></p>
Neil<p>Any opinions on language learning tools, dear <a href="https://mastodon.social/tags/fediverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fediverse</span></a> ?</p><p>I know about <a href="https://mastodon.social/tags/duolingo" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>duolingo</span></a> , but are there good alternatives? Is there a reason not to use Duolingo?</p><p>Specifically: to (try to) learn basic Hungarian as a native German and English speaker.</p><p><a href="https://mastodon.social/tags/languages" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languages</span></a> <a href="https://mastodon.social/tags/languagelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languagelearning</span></a></p><p>Retoots helpful and welcome!</p>
Skivling<p>Near the end of June, I reached the milestone of 150 hours learning te reo Māori. My current goals are to do consistent practice, build up comprehension in reading and listening, and steadily increase my vocabulary and grammatical knowledge.</p><p><a href="https://skivling.codeberg.page/te-reo-150hr/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">skivling.codeberg.page/te-reo-</span><span class="invisible">150hr/</span></a></p><p><a href="https://mastodon.nz/tags/TeReoM%C4%81ori" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TeReoMāori</span></a> <a href="https://mastodon.nz/tags/TeReo" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TeReo</span></a> <a href="https://mastodon.nz/tags/LearningTeReo" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LearningTeReo</span></a> <a href="https://mastodon.nz/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/languagelovers" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>languagelovers</span></a></span></p>
Sherri W (SyntaxSeed)<p>The most fun, stressful &amp; ridiculous week of <a href="https://phpc.social/tags/Duolingo" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Duolingo</span></a> with one of my closest friends in the 2nd spot behind me pushing me all week.</p><p>Wondering what you get if you 'win' the leagues!?!</p><p>Nothing. A very small chest of gems. LOL what. 🤣 A missed opportunity for a unique reward like a new app icon, avatar cosmetic item or mood icon. Tsk.</p><p>Oh well, fun &amp; challenging nonetheless.</p><p><a href="https://phpc.social/tags/French" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>French</span></a> <a href="https://phpc.social/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a></p>
मोक्ष / untrusem ⁂<p>I with <span class="h-card" translate="no"><a href="https://mastodon.social/@kj7" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>kj7</span></a></span> have started a Japanese learning channel on XMPP as a part of Cultural Exchange Community, we are trying to build there. We are also making channels for different languages. *(^o^)*</p><p>So, みなさん, whatever is your level is do join us these. So we can all learn.</p><p>Japanese Learning channel:<br>- <a href="https://invite.joinjabber.org/#japanese-learning@groups.durare.org%3Fjoin" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">invite.joinjabber.org/#japanes</span><span class="invisible">e-learning@groups.durare.org%3Fjoin</span></a></p><p>Finnish/Suomea Learning channel:<br>- <a href="https://invite.joinjabber.org/#finnish-suomea-learning@conference.cookiechat.de%3Fjoin" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">invite.joinjabber.org/#finnish</span><span class="invisible">-suomea-learning@conference.cookiechat.de%3Fjoin</span></a></p><p>Main Cultural Exchange Channel:<br>- <a href="https://invite.joinjabber.org/#cultural-exchange@chat.disroot.org%3Fjoin" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">invite.joinjabber.org/#cultura</span><span class="invisible">l-exchange@chat.disroot.org%3Fjoin</span></a></p><p>Xmpp guide - <a href="https://contrapunctus.codeberg.page/the-quick-and-easy-guide-to-xmpp.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">contrapunctus.codeberg.page/th</span><span class="invisible">e-quick-and-easy-guide-to-xmpp.html</span></a>]</p><p>Please boost :)</p><p><a href="https://merveilles.town/tags/xmpp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>xmpp</span></a> <a href="https://merveilles.town/tags/language" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>language</span></a> <a href="https://merveilles.town/tags/languagelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languagelearning</span></a> <a href="https://merveilles.town/tags/learnjapanese" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>learnjapanese</span></a> <a href="https://merveilles.town/tags/culture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>culture</span></a> <a href="https://merveilles.town/tags/learnfinnish" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>learnfinnish</span></a></p>
Will Buckingham | 白忠修<p>Looking forward to my public philosophy salon later today at the Wansha Performing Arts Centre, Tainan, talking about the limits of philosophy, in both Mandarin and English.</p><p>As language learning tips go, "volunteer to run a philosophy salon in your target language" is perhaps not for everyone. But the monthly wild panic and accompanying feverish preparation has been doing wonders for my Mandarin.</p><p><a href="https://zirk.us/tags/%E4%B8%AD%E6%96%87" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>中文</span></a> <a href="https://zirk.us/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a></p>
abadidea<p>People often complain "why is this language-learning app teaching me phrases like 'the radishes are scheming' and not 'may I have the bill'? I have a vacation in this country next week!"</p><p>If you have a vacation in that country next week, google a list of tourist phrases and memorize it by rote. These tend to be non-generalizable fixed phrases of complex, even archaic grammar. If you want to learn the language – which will not happen conclusively by next week – memorably whimsical sentences like "the radishes are scheming" teach you far more about modular, generalizable information you can use to build thousands of different sentences. </p><p><a href="https://infosec.exchange/tags/language" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>language</span></a> <a href="https://infosec.exchange/tags/languagelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languagelearning</span></a></p>
NiceMicro<p>For learning a new language, I was looking for a flashcard app for my phone, and the first suggestion I got browsing the DuckDuckGo search results was <a href="https://fosstodon.org/tags/Anki" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Anki</span></a> , a <a href="https://fosstodon.org/tags/FreeSoftware" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FreeSoftware</span></a> flashcard app, which had a hefty price in the Apple App Store, but I did not hesitate to pay for it, because it has all the nerd settings and insights that I need, and which I did not have 11 years ago when I was studying Korean full time.</p><p>Now I can't study full time, but I have a better app. Nice</p><p><a href="https://fosstodon.org/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a></p>
c401mh3<p><span>I finally did the thing.<br><br></span><a href="https://loops.video/v/8FoTV3-Qad" rel="nofollow noopener" target="_blank">https://loops.video/v/8FoTV3-Qad</a> <a href="https://hollow.raccoon.quest/tags/Duolingo" rel="nofollow noopener" target="_blank">#Duolingo</a> <a href="https://hollow.raccoon.quest/tags/AI" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://hollow.raccoon.quest/tags/languageLearning" rel="nofollow noopener" target="_blank">#languageLearning</a> <a href="https://hollow.raccoon.quest/tags/Boycott" rel="nofollow noopener" target="_blank">#Boycott</a></p>
EllenInEdmonton :mstdnca:<p><span class="h-card" translate="no"><a href="https://mstdn.social/@notthatkaren" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>notthatkaren</span></a></span> <br>Ah, thanks for the warning not to investigate <a href="https://mstdn.ca/tags/cdrama" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cdrama</span></a>! My recent trip to Korea really demonstrated how much more language learning I need in order to function on a basic level in the language! Still, I'm super happy that I managed to watch an entire <a href="https://mstdn.ca/tags/kdrama" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kdrama</span></a> without the benefit of English subtitles, <a href="https://mstdn.ca/tags/TheTaleOfLadyOk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TheTaleOfLadyOk</span></a>. Also, there were many different times when my very basic Korean came in very handy.<br><a href="https://mstdn.ca/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a></p>
Leanpub<p>New 📚 Release! The Language Learner's Handbook: Tools and Techniques to Learn Any Language by Simon Forbes <a href="https://mastodon.social/tags/books" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>books</span></a> <a href="https://mastodon.social/tags/ebooks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ebooks</span></a> <a href="https://mastodon.social/tags/newreleases" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>newreleases</span></a> <a href="https://mastodon.social/tags/languages" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languages</span></a> <a href="https://mastodon.social/tags/languagelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languagelearning</span></a></p><p>Ever wanted to learn a foreign language but weren't sure where to start? The Language Learner's Handbook gives you the essential tools, skills, and strategies you need to learn any language as effectively and quickly as possible.</p><p>Find it on Leanpub!</p><p>Link: <a href="https://leanpub.com/TheLanguageLearnersHandbook" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">leanpub.com/TheLanguageLearner</span><span class="invisible">sHandbook</span></a></p>
Farooq | فاروق<p>Is it that my <a href="https://cr8r.gg/tags/Arabic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Arabic</span></a> skills are too advanced? Or is it that <a href="https://cr8r.gg/tags/duolingo" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>duolingo</span></a> Arabic course is not good?</p><p>Do you know an online and trustable Arabic proficiency test which is also free? Only for personal measurement.</p><p>Please boost.</p><p><a href="https://cr8r.gg/tags/language" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>language</span></a> <a href="https://cr8r.gg/tags/languages" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languages</span></a> <a href="https://cr8r.gg/tags/languagelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languagelearning</span></a> <a href="https://cr8r.gg/tags/languageproficiency" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languageproficiency</span></a> <a href="https://cr8r.gg/tags/languageproficiencytest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languageproficiencytest</span></a> <a href="https://cr8r.gg/tags/languagetest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languagetest</span></a></p>
David McMullin<p>Ever since my in-laws told me what they call asparagus in Chinese, I’m using that name for it in English too: dragon whiskers. <br><a href="https://musicians.today/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a> <a href="https://musicians.today/tags/Chinese" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Chinese</span></a></p>
Sheridan<p>"Einige" meaning "several" is really confusing to me considering the meaning of its relatives. <a href="https://mas.to/tags/german" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>german</span></a> <a href="https://mas.to/tags/language" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>language</span></a> <a href="https://mas.to/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a></p>
Helen<p>Genuine question:</p><p>How does one go about learning to speak Cantonese?</p><p>I can find Mandarin resources all over the place but Cantonese resources seem to be libraries of dictionaries. My knowledge of the language (0%) means these aren't accessible to me yet.<br><a href="https://beige.party/tags/cantonese" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cantonese</span></a> <a href="https://beige.party/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a> <a href="https://beige.party/tags/languages" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languages</span></a> <a href="https://beige.party/tags/UK" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UK</span></a></p>
Ryan M 🥄<p>If you've been using Duolingo to learn German, Spanish, or French, give Seedlang a try. Real people, for the love of languages, create learning content there! <a href="https://www.seedlang.com" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">seedlang.com</span><span class="invisible"></span></a> <a href="https://avgeek.social/tags/Languages" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Languages</span></a> <a href="https://avgeek.social/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a> <a href="https://avgeek.social/tags/Seedlang" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Seedlang</span></a></p>
Hacker News<p>LibreLingo – FOSS Alternative to Duolingo</p><p><a href="https://librelingo.app" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">librelingo.app</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/LibreLingo" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LibreLingo</span></a> <a href="https://mastodon.social/tags/FOSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FOSS</span></a> <a href="https://mastodon.social/tags/Duolingo" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Duolingo</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a> <a href="https://mastodon.social/tags/Education" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Education</span></a></p>
Debby<p>Happy <a href="https://hear-me.social/tags/NationalASLDay" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NationalASLDay</span></a>! 🌟<br>Dive into the transformative impact of signing characters in media on deaf children's language learning. <br>Grate interview - on Science Friday: 'How Signing Characters Help Deaf Children Learn Language' <a href="https://www.sciencefriday.com/segments/deaf-sign-language-learning-media/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">sciencefriday.com/segments/dea</span><span class="invisible">f-sign-language-learning-media/</span></a> <a href="https://hear-me.social/tags/ASL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ASL</span></a> <a href="https://hear-me.social/tags/Inclusion" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Inclusion</span></a> <a href="https://hear-me.social/tags/DeafEducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeafEducation</span></a> <a href="https://hear-me.social/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a> <a href="https://hear-me.social/tags/MediaRepresentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MediaRepresentation</span></a> <a href="https://hear-me.social/tags/DeafCommunity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeafCommunity</span></a> <a href="https://hear-me.social/tags/InclusiveMedia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InclusiveMedia</span></a> <a href="https://hear-me.social/tags/LanguageDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageDevelopment</span></a> <a href="https://hear-me.social/tags/DeafAwareness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeafAwareness</span></a> <a href="https://hear-me.social/tags/Inclusive" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Inclusive</span></a> <a href="https://hear-me.social/tags/Education" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Education</span></a> <a href="https://hear-me.social/tags/MediaInnovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MediaInnovation</span></a> <a href="https://hear-me.social/tags/LanguageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LanguageLearning</span></a></p>
Cadernos de Linguística<p>In their new article published in Cadernos de Linguística, Brayna Cardoso and Kethellen Lima report on the use of adapted RPGs as a pedagogical approach to assist children with language delays.</p><p>🔗 <a href="https://doi.org/10.25189/2675-4916.2025.V6.N3.ID741" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.25189/2675-4916.202</span><span class="invisible">5.V6.N3.ID741</span></a></p><p><a href="https://c.im/tags/linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>linguistics</span></a> <a href="https://c.im/tags/languagelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languagelearning</span></a> <a href="https://c.im/tags/langsky" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>langsky</span></a></p>
Brian Ambrozy<p>I've been learning Spanish, and tonight I hit kind of a mini-milestone. I typed out a whole-ass sentence en Español and then checked it against two different translation apps and my Spanish was SPOT ON. I'm pretty proud of this!</p><p><a href="https://mastodon.gamedev.place/tags/languageLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languageLearning</span></a></p>