#tagging

AO3 fandom metatags are back!

At long last, after a year’s worth of internal discussion and a few more months of preparing for the rollout, AMTs are back on the menu.

Two of my requests have already been approved! His Dark Materials & Related Fandoms and 魔法少女まどか☆マギカ | Puella Magi Madoka Magica & Related Fandoms are the metatags on a couple of shiny new tag trees!

Official AO3 announcement post is here. The number of “I’m so happy to see this, it’ll make my fandom browsing so much easier” comments are a joy to see. (The comments about “well, geez, took you long enough” are…valid, honestly.)

A lot of specific tag trees are still works-in-progress, especially if it’s a big complicated franchise. So don’t worry too much if a fandom you love doesn’t have one yet — the wranglers might still be working on it. Honestly, I’m still working on investigating all the Madoka Magica fandom syns, which is why most of the spinoffs still don’t have their own separate fandom tags. We’ll get there, I promise.

Fun little twist that’s only a problem for me: this means “more fandoms” listed on my wrangling page. The amount of work is objectively exactly the same! It’s the same amount of fic, just spread across slightly more fandom tags! But the recently-added limit is on the number of fandoms, not the amount of fanworks those fandoms get.

Current number of fandoms on my list: 1142.

Current number that have any tag-wrangling to do: 28. (Not the same 28 as the last time I posted. There’s some overlap — a fandom like Sailor Moon has new tags every week — but the others rotate, especially the “just got new tags from its first fic posted in 2 years” type of fandoms.)

#ArchiveOfOurOwn #HisDarkMaterials #MadokaMagica #tagging

Meme with the text: Everyone liked that
Angela Glansbury 🚽floppyplopper@todon.nl
2026-01-19

#tagging in #FiftyCrew on the #HashTags

what's your urinal patter like?

#Urinal #Piss #Thirsty

2026-01-19

Dự án Hasheous (mã nguồn mở) dùng Ollama để tự động tạo mô tả và thẻ cho trò chơi dựa trên metadata (IGDB, Wikipedia, …). Hiện mỗi tựa game mất ~3 phút trên GTX970. Tác giả đang tìm cách tối ưu tốc độ và độ chính xác của pipeline (sử dụng Gemma3 cho mô tả, qwen3 cho thẻ). #Hasheous #Ollama #GameMetadata #AI #MôTảTròChơi #Tagging #OpenSource #Developer #AITríTuệ #CôngNghệ

reddit.com/r/ollama/comments/1

Fandom-dropping process, January report

It’s no longer the 15th of the month as I’m finishing this post…but I ran all the numbers on the 15th, so I’m counting it as a regular scheduled update.

I’ve finished one A-to-Z pass of “handing off and/or punting specific webcomics.” In total, that knocked a couple hundred fandoms off my list. Guess I’ll do another, go harder, and knock out a couple hundred more.

There was a point when I thought about starting a habit of “sweep the Unassigned Fandoms list for tiny underloved Christmas movies,” because sweeping for underloved webcomics was working well. Didn’t end up doing it regularly, though — I just got 12 movie fandoms with 1 fic each, and stopped there. So I dropped all of those in an afternoon. (In the years I was babysitting them, the most active of these fandoms came out with…a whole 2nd fic.)

I also dropped some Random Things that I picked up through the irregular process of “checked out a new canon, enjoyed it, went to see if there was any fic on AO3, found an unwrangled fandom with 1 work.” Stuff like Phoebe in Wonderland (2008), Gary and His Demons (Cartoon), or Her Voice is a Backwards Record – Ozy Brennan. They almost certainly won’t suffer if they stay unwrangled for a while.

(There’s still only one fic for Shadow Man – Melissa Scott…and it’s the one I wrote. Guess it’s depressingly safe to leave “the queer intersex revolution/romance where everyone’s on space drugs” unwrangled, huh.)

With bigger Random Things, when they’re active enough I don’t want to leave them unwrangled, I’ve been making the occasional post about “looking to hand off this fandom, will anybody take it?” Breaks up the monotony of the batches of webtoons, I think. And it’s had maybe a 50-50 success rate — not bad. I’ll keep at it.

…I did actually add 2 new fandoms since the last update. A couple fans wrote about the Toon Makers US Sailor Moon pilot for Yuletide 2025, so that has a fandom tag now, and I picked it up to go with the rest of the Sailor Moon fandom tree.

Then it came up in the “wranglers wanted” channel that Pet Shop of Horrors was unassigned. And how was I supposed to resist picking up PSOH? I love PSOH. That manga reread I just recently started will pair perfectly with a review of the existing PSOH tags.

So my current total number of fandoms is 1183. (The number of “fandoms that actually have any new tags to deal with right now” is 28.)

344 down, 733 more to go…

#PetShopOfHorrors #SailorMoon #ShadowMan #tagging #webcomics

Karl Voit :emacs: :orgmode:publicvoit@graz.social
2026-01-12

"As of January 1, 2026, #ACM completed its transition to full #openaccess: all ACM-published articles and related research artifacts in the DL are freely available worldwide without barriers to reading or reuse. This is a significant step forward for the #computing field and reflects years of planning, collaboration, and input from across the community. Few scholarly societies have undertaken a transition of this scale, and we’re all proud to be leading the way and expanding access to computing #research globally." 🥳

acm.org/about-acm/acm-pres-on-

#ACMDL = dl.acm.org/

For example, you can find my CHI paper on #tagging via dl.acm.org/action/doSearch?All (or karl-voit.at/tagstore/en/paper for all of my #filemanagement papers including the PhD thesis)

Many advanced features are available with "DL Premium" only though.

#science

2026-01-09

I SURVIVED My First Month Of Tagging As A Floating Medical Officer

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Thank God. Seriously.

I started my journey on the 21st of August 2025 and officially off-tag on the 14th of September 2025 after my last tagging oncall shift.

Technically, it was not a month but 3 weeks. Nevertheless, a very tiring 3 weeks with every other day oncalls and one sick leave in between.

The tagging oncalls were every other day (EOD), this meant an oncall shift followed by postcall and the following day is an office hour shift only to be followed by oncall again.

Overall, it was a mixture of fun and tiredness. My sleeping schedule was definitely off as I am usually disturbed in the middle of the night as the time I am usually able to sleep peacefully is during my postcall shifts.

Thankfully, I always had a senior with me to guide me. Thus, every referral I received, I would discuss on the management plan with them. It was mentally challenging as well as the learning curve is extremely steep for a junior medical officer such as myself.

Having completed my tagging period, I am still at lost in terms of management especially for extremely complicated cases. Thus, I find myself running to any of my seniors or the specialists.

Am I confident now though?

Not really. Less terrified and yes somewhat a tad bit confident than when I initially begun. However, just a tad.

The fear is still there as I just do not know what to expect on the types of referrals I will receive during my call.

Some things just don’t change. The fear that I felt during my House Officer days are still there and at times, I wish that I could just simply disappear run away from the issue but doing so, does not help.

Thus, the only solution for me is to dive head on into the issue and call for help whenever needed.

If any of you are experiencing this, just know that you are not alone and sometimes the feelings felt internally just can’t be expressed properly either via words or verbally.

If you are showing up everyday despite feeling this way, you are doing a good job. Take comfort in that as it is not an easy thing to just do. Sometimes, showing up daily in itself is a hard task.

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2026-01-08

My First Tagging On-Call Shift As A Floating Medical Officer

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My first tagging oncall shift was on a Sunday with a fellow medical officer I knew when I was a House Officer in General Surgery. Back then, he was having his attachment in General Surgery.

Just like a House Officer, we had to undergo a period of tagging.

In the Department of Plastics and Reconstructive Surgery at Sarawak General Hospital, I had to undergo a tagging period of one month, every other day (EOD). This is because, I am a newborn medical officer with no previous experience in General Surgery (as a Medical Officer).

This is an advantage as I would be able to learn as much as I could within a span of 1 month. However, it was also a disadvantage as I’m afraid, I would be burnt out mentally and physically considering the on-calls were on every other day (EOD).

“I can do it. If others could, I could too.” , I repeated this mantra to myself but the learning curve is going to be an extremely steep one.

During my first tagging oncall, thankfully, it was with a fellow senior colleague who I was rather comfortable with.

We started with our morning ward rounds followed by passover and peri-rounds. After we were done, we went back to the ward to settle our pending job-lists followed by lunch.

As a tagging on-call medical officer, the first call would be to me for referrals. After which, I would discuss with my senior and proceed to see the referred patient together. After reviewing our newly electively admitted patients, pre-op rounds with surgeon and demarcating the op site and pre-op meeting, we went back home in the evening and returned at night together for our night reviews which we updated in the Department’s WhatsApp Group on the progress of certain patients. Incidentally, a patient whom we were awaiting for op was called into the operating theatre and the operation ended at 2am. Finally, we returned home for the night.

I was nervous of course as I usually get anxious easily. However, I took my shower and headed to bed.

My phone was kept beside me in case I were to receive calls or referrals. At 6am, I returned to the ward and started our morning reviews as well as prepared for our morning rounds.

Since, it was a Monday, it was morning ward rounds, handover and peri rounds as usual. However, since I was still tagging, I was expected to stay till 5pm or to join the ongoing surgeries.

Thus, my first postcall was spent in the operating theatre assisting till 6pm. However, despite the ongoing operation, I excused myself to return home and rest.

The following day will be another one, thankfully, not oncall but within office hours.

Thankfully, it was a good call with a fellow senior that I was comfortable with in terms of approaching in regards to my doubts which was undoubtedly, many.

I can only hope that I would be able to survive this whole month of tagging.

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My First Tagging On-call Shift As A Floating Medical Officer. Article written by Dr. Jewel Nambiar.

Last wrangling post of 2025

Earlier this year, I split off some AO3 “Christmas Sweaters” tags that were synned to “Holiday Sweaters” tags, and made them canonical subtags instead. For kicks, I made a note of the usage stats at the time:

Holiday Sweaters (canonical) – 229 uses (219 works)
Christmas Sweaters (syn) – 205 uses (195 works)
Ugly Holiday Sweaters (canonical) – 1478 uses (1437 works)
Ugly Christmas Sweaters (syn) – 102 uses (94 works)

Now that we’ve basically had a full Christmas season with all those tags canonical, here are the stats tonight

Holiday Sweaters – 284 uses – Up by 24%
Christmas Sweaters – 249 uses – Up by 21%
Ugly Holiday Sweaters – 1540 uses – Up by 4%
Ugly Christmas Sweaters – 175 uses – Up by 72%

So the plain “X Sweaters” tags each grew at about the same rate…but it looks like there’s a lot of taggers who were only picking “Ugly Holiday Sweaters” because that’s what showed up in the dropdown, and once “Ugly Christmas Sweaters” showed up as an option, they jumped for it.

Fandom-dropping progress: down to 1222 fandoms. I’ve shed more than 300 since starting, and more than 100 since I last posted about it.

(The vast majority of them have been small webcomic fandoms. Vaguely curious what the exact breakdown is…but there’s no auto-running those numbers, I’d have to do a lot of counting by hand, and I’m not that curious.)

#ArchiveOfOurOwn #Christmas #tagging

2025-12-28

Các model nhỏ như AlbyNet (19M tham số) hoặc TinyBERT (4M) có thể hiệu quả trong việc tạo tag từ văn bản, đặc biệt nếu yêu cầu tag đơn giản. Nếu tag phức tạp hơn, BERT nano (16M) hoặc DistilBERT (66M) cũng là lựa chọn tối ưu. #AI #ModelNhỏ #LocalLLM #Karakeep #Tagging #TăngHiệuQuả

reddit.com/r/LocalLLaMA/commen

La Belle Sauvage mini-follow-up

Sudden awkward realization that Malcolm’s daemon has been “Asta” all along, I just took the spoken version as “Aster” with a British accent.

Have to go edit some roundup posts now…

(And here I was appreciating the celestial symbolism in how “Aster” means “star”!)

Spent some time this evening reviewing AO3’s character tags for His Dark Materials, along with The Book of Dust. There’s a handy tag format that only really picked up after I originally canonized most of them, “Petname | Fullname Character’s Pet”, as in “Alpine | Bucky Barnes’s Cat“. So I redid most of the daemon character tags to match that, as in “Asta | Malcolm Polstead’s Daemon“.

Some of them, it feels like overkill — not a lot of fans are likely to forget which Pantalaimon or Hester we’re talking about. But it’s really useful for the daemons whose names only came up briefly. Or maybe were only established outside the actual canon (e.g. author interviews, TV credits). Kyrillion, Jal, Grizal, Sergi…

The review also turned up some minor characters who weren’t canonized before because I couldn’t find info on them, and some characters who got newly-established full names after they were canonized. Also, at least one where the canonical had a typo. Whoops.

I have not audited the relationship tags to make sure they all match up. (Except the one with the typo.) To avoid overloading the servers, there’s a limit on how many tags each wrangler is supposed to rename per day, and doing the rels tonight would blow way past mine.

So that’s a future project.

I put most of my post-LBS reaction feelings as addendums in the liveblog roundup post, so I didn’t end up making a new microblogging thread about them.

Just a thread for this one more thing.

Part of Oakley Street’s work is “getting blackmail material on enemies, baiting them if necessary.”

They endorse Hannah meeting with Malcolm, in part, because they have a target in mind who’s into underage boys, and Mal would be convenient bait.

Hannah’s horrified, says she won’t let them…and it never comes up again.

Feels a little pasted-in. Like an editor said “hey, Phil, justify this more.”

Meanwhile: Bonneville lost his job over a sex crime. Details never given. But from his behavior towards 16-year-old Alice, it wouldn’t be a shock if he was into underage girls.

So why not tie these plot points together?

Reveal that Oakley Street contrived to get Bonneville fired. It would make them feel way more active and powerful. As-is, they don’t do much, except pass around intel on “secrets” that usually turn out to be widely-known among the rest of the cast.

Don’t have someone just tell Hannah the plan with Mal. Let her find out OS used a young girl to get to Bonneville, think about how Mal is a young boy, and join up the dots herself.

This could even be something she uses the alethiometer for! Ask it what really happened with Bonneville, get suspicious at the result, and ask a follow-up about Mal. Though she has a sinking feeling she already knows.

This way, OS doesn’t just know that Hannah’s aware of their plan. And she can make her own counter-plans. Privately keep tabs on them with the alethiometer, thwart as necessary.

That would tie so many things together!

And be a much more satisfying resolution for this random plot thread than “Oakley Street tells Hannah to chill because it’ll be fine, never mentioned again, the book ends with the danger left hanging over Mal’s head.”

Missed opportunity, Pullman.

#ArchiveOfOurOwn #HisDarkMaterials #tagging

Fandom-dropping update: A secret fourth strategy

In that last post about pruning my tag-wrangling assignments, I mentioned the “got 1 fic, the fandom tag got canonized, then nobody ever used it again” fandoms.

Then it occurred to me that there’s an even smaller type: the “nobody used it again, and the original author deleted, so the fandom tag is still around but has 0 works” fandoms.

If there’s an automatic way to find how many of these you wrangle, I don’t know what it is. So I just did a pass through my fandoms with 0 unfilterable/unwrangleable tags attached, and double-checked the work counts.

You know how AO3 will give you a “Retry later” error if you try to load too many pages in a row? Yeah, it made me take at least four breaks while I was going through this process.

The payoff is, now I’m down to 1338 fandoms. Knocked a full 62 empty tags off the list.

(Their tags are still canonical, but they won’t show up on the Unassigned Fandoms list, until/unless some user posts another fanwork that makes them 1-use again.)

#ArchiveOfOurOwn #tagging

Tag wrangling diaries: This fandom-dropping process

About a month ago, TW chairs announced a new limit: each wrangler should have a maximum of 450 assigned fandoms. Of the 400+ wranglers in the committee, only 3 actually had more than 450 fandoms, so for most people this was going to make no difference in their lives at all.

So, hey, I’m one of the 3! Figured I’d write about it.

To be clear, the limit is for admin reasons. There hasn’t been any allegation of “you’re falling behind in wrangling because you have too many fandoms to keep up with.” Not to me, and I have no reason to believe it’s happened to either of the others, either.

The thing is, my habit for a while now has been “check the Unassigned Fandoms list for webcomic fandoms with less than 5 works, pick them up, tidy up whatever tags they have, and then just…keep them.”

I’ll take tiny fandoms in other areas of personal interest, too. For instance. at some point I picked up a bunch of Dracula spinoffs/adaptations. Webcomics are just the category I was regularly sweeping for.

So I ended up as the wrangler for hundreds of fandoms where they got one (1) fic, the fandom got canonized, and then nobody ever wrote another fic for them ever. Hundreds more where they’d be lucky to get 3 new fics in a year, so there’s a tiny irregular trickle of new tags that I have no trouble staying on top of. In the rare case where a tiny fandom takes off, and I can’t keep up with the tags anymore, I set it free to be scooped up by a new wrangler! Most of the time, that does not happen.

And that’s how I was wrangling 1527 fandoms as of November 15.

Chairs made it clear they weren’t saying “you need to cut that to 450 fandoms overnight.” Which is good, because I don’t even want to think about the effects of bulk-dumping 1000+ fandoms into in the “newly available, seeking a good wrangler” chat channel.

So far I’ve had a 3-pronged strategy:

1) Offer fandoms to wranglers of related series. Example: I had a bunch of Oz spinoffs/adaptations, so I reached out to the wrangler who had the Wizard of Oz movie, and asked if they’d be willing to take some off my hands. They were kind enough to take a combination of “spinoffs they were personally familiar with” and “spinoffs that get 0-3 new fics a year anyway.”

I do plan on circling back and doing this with those Dracula spinoffs, too. And there are plenty where I know they have related fandoms…but I need to get around to checking whether the others have any wrangler at all.

2) Put more fandoms on the “I’m wrangling this, but just to babysit, anyone who wants it is welcome to take it” list. Never sure if I’m hitting the right balance with this one — if there’s a fandom another wrangler would want, and I leave it off the list, they’ll never see it. But if I make the list too long, their eyes might glaze over before they get to it, so they still won’t see it.

I’ve been focusing this strategy on “English-language webcomics that are popular-enough I think there’s a decent chance they’ve been read by other wranglers.” And I’ve managed to hand off a few so far.

3) Just punting fandoms off my list, advertising that they’re available now, and hoping for the best. I’m trying to punt them in batches of 5-10 at a time, and aiming for “fandoms that are big enough another wrangler might have heard of them, but small enough that fans probably won’t suffer if they go completely unwrangled for a while.”

I’m also focusing this approach on the Korean/Chinese webtoons that I don’t personally keep up with. I can get pretty far with fan wikis and googling, but these would really be better off in the hands of a wrangler who (a) actively keeps up with the canon, (b) can read it in the original language, or (c) both. A handful of themhave been scooped by now, and I really hope that keeps up.

So far, so good!

As of today, my fandom count is down to 1400. Still got a long way to go before 450, but the progress is steady.

(It would be awfully satisfying if I managed to make regular status-report posts about this on the 15th of every month, huh? But no promises.)

#ArchiveOfOurOwn #tagging #webcomics

Top of my wrangling page, with the first 22 fandoms listed
2025-12-04

Tip of the day: Emojis are often used to convey emotions, thoughts, or actions. They are also sometimes used as visual indicators to provide more context to documents. But should you use them in #DEVONthink 🧐? #pkm #productivity #tagging #tipoftheday devontechnologies.com/blog/202

2025-12-02

...while using freeform tagging is more future-proof, but I'd also have to restructure in order to convert the existing true-false fields to that, and ALSO figure out a way of deriving the true-false values needed by the scripts.

So I am PONDERING.

#ArtistsOnMastodon #FluidArt #DigitalArt #ComputerProgramming #Tagging

2025-12-02

And this is probably all too technical for those of you who aren't programmers, but...
Dealing with the limitations of how I read the meta-data, and whether things should be stored as true-false values, or as more freeform strings...
The true-false values are easier to script things from, but would require adding a new field for this (restructuring) and how many times would I have to do that in the future?

#ArtistsOnMastodon #FluidArt #DigitalArt #ComputerProgramming #Tagging

Karsten Schmidttoxi@mastodon.thi.ng
2025-11-30

Hierarchies 😩... One of the biggest recurring time-consuming issues I sometimes encounter is making decisions about _where_ to put some (new or exisiting) code/feature, i.e. in which package, new or existing, considering: functional fit (topic), structural fit (pre-existing data format conventions with the rest of a package), and if possible, not introducing new dependencies as a result of new feature... Sometimes these three aspects are mutually blocking each other and it's so time consuming to figure out a solution...

I've got very similar issues with most other static hierarchies (e.g. directory-based file systems, hierarchical websearch directories etc.) and why I think tag-based systems (with intersection/union/negation ops, not just single categories) are a superior way to organize large collections of knowledge (counting source code here too as a form of encoded knowledge). It's also one of the reasons I've been experimenting with and building tools with completely flat collections/graphs and then use queries & transclusion to assemble/extract/select functionality on demand... Need to prepare some screen recordings to share more of those tools/experiments...

#Hierarchy #Tagging #SoftwareArchitecture

2025-11-29

Tip of the day: Tags can be very effective for organizing your databases. But it is often tedious to assign them to each document by hand, isn’t it? That’s why #DEVONthink and #DEVONthinkToGo can dynamically add and remove tags to objects. Here are two options for dynamic tagging. #pkm #productivity #tagging #tipoftheday devontechnologies.com/blog/202

2025-11-24

Tip of the day: Do you need to clear out empty tags that have piled up and are collecting dust? Here is an easy way to locate and remove them from any database in #DEVONthink. #pkm #productivity #tagging #tipoftheday devontechnologies.com/blog/202

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