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@arXiv_csCL_bot@mastoxiv.page
2025-09-25 10:48:02

Feeding Two Birds or Favoring One? Adequacy-Fluency Tradeoffs in Evaluation and Meta-Evaluation of Machine Translation
Behzad Shayegh, Jan-Thorsten Peter, David Vilar, Tobias Domhan, Juraj Juraska, Markus Freitag, Lili Mou
arxiv.org/abs/2509.20287

Feeding Two Birds or Favoring One? Adequacy-Fluency Tradeoffs in Evaluation and Meta-Evaluation of Machine Translation
We investigate the tradeoff between adequacy and fluency in machine translation. We show the severity of this tradeoff at the evaluation level and analyze where popular metrics fall within it. Essentially, current metrics generally lean toward adequacy, meaning that their scores correlate more strongly with the adequacy of translations than with fluency. More importantly, we find that this tradeoff also persists at the meta-evaluation level, and that the standard WMT meta-evaluation favors adeq…

@jake4480@c.im
2025-10-24 23:52:55

It's Friday, and that means it's time for #LetterboxdFriday. Watched a bunch this week, but my #Last4Watched here is a mix.. free to watch on YouTube stuff - some short, some not - some strange 70s stuff, etc. Legend of Dinosaurs and Monster Birds is super weird, man 😂 And finally, the making of Wil…

My last 4 watched on Letterboxd, free strange stuff on YouTube - short international films and Legend of Dinosaurs and Monster Birds, Tom Petty
@leftsidestory@mstdn.social
2025-09-26 00:30:02

Foggy fog 🌫️
雾雾的雾 🌫️
📷 Pentax MX
🎞️ Ilford HP5 Plus, expired 1993
#filmphotography #Photography #blackandwhite

Ilford HP5 Plus 400 (FF) English Alt Text: A black-and-white photo of outdoor furniture arranged in neat stacks. On the left, two tall columns of plastic stools are nested together, each stool featuring small ventilation holes on top. On the right, a stack of plastic chairs with curved backrests and metal legs leans slightly. The chairs are also nested, forming a compact tower. The ground is paved, and a metal rod lies nearby. In the upper left corner, wooden steps suggest proximity to a build…
Ilford HP5 Plus 400 (FF) English Alt Text: A black-and-white photo of a city street scene. In the foreground, a circular traffic sign displays the number “50,” indicating a speed limit of 50 km/h. Below it, a rectangular sign with Chinese characters reads “Shuangjing Bridge – Jingguang Bridge.” The signs are mounted on a pole near a leafy tree. In the background, cars and a motorcycle move along a wide road flanked by buildings, including a high-rise and a long residential block. The grainy te…
Ilford HP5 Plus 400 (FF) English Alt Text: A monochrome photo of a city skyline shrouded in smog or fog. Several tall buildings are visible, including a striking skyscraper shaped like a twisted column. A green traffic light glows in the foreground, mounted on a pole near streetlights and an overpass. The air appears thick, reducing visibility and softening the outlines of buildings. The image evokes urban density and environmental tension, with a quiet, surreal mood. 中文替代文本： 这是一张黑白城市天际线照片，画面…
Ilford HP5 Plus 400 (FF) English Alt Text: A black-and-white photo taken from inside a tunnel or underpass, looking out onto a busy urban road. Several people ride scooters or motorcycles, while one person walks along the sidewalk. The road continues under a series of elevated structures supported by thick columns. In the distance, a bus and a car are visible. The tunnel’s shadow frames the scene, creating strong contrasts between light and dark. The photo captures a moment of city life in mot…
@NFL@darktundra.xyz
2025-09-24 17:49:25

Betting buzz: Indianapolis Colts flying up odds boards amid hot start espn.com/espn/betting/story/_/

Betting buzz: Indianapolis Colts flying up odds boards amid hot start - ESPN
At 3-0, the Colts are now favored to win the AFC South after entering the season as underdogs to reach the playoffs.

@Mediagazer@mstdn.social
2025-09-24 14:45:53

New Jersey PBS will shut down on July 1, 2026, due to the federal rescission and state funding falling 75% to $250K (Mike Davis/Asbury Park Press)
app.com/story/entertainment/te

New Jersey PBS to shut down next July. Massive funding cuts drive move
WNET, the parent company of NJ PBS, was unable to reach a deal with the state broadcasting authority due to cuts in funding.

@Techmeme@techhub.social
2025-09-23 12:01:49

Filing: CFPB scrapped a 2024 Apple credit card settlement implemented under Biden, ending oversight requirements years early; Apple had already paid a $25M fine (Christian Martinez/Reuters)
reuters.com/sustainability/boa…

@UP8@mastodon.social
2025-09-25 00:59:05

Great Blue Heron I saw flying over Monkey Run last Saturday
#birds #photo #photography #nature

A bird has its wide wings spread with notable feathers all around the back and to the tips, grey near the middle and dark in the front and the edges. It has its legs pointed straight behind itself and an S-shaped neck
@NFL@darktundra.xyz
2025-09-22 17:01:49

Terry Bradshaw bails on Steelers, Aaron Rodgers as Super Bowl contenders: 'That's not a great football team'

cbssports.com/nfl/news/t…

Terry Bradshaw bails on Steelers, Aaron Rodgers as Super Bowl contenders: 'That's not a great football team'
The Pro Football Hall of Fame didn't mince words following Pittsburgh's 2-1 start

@Techmeme@techhub.social
2025-10-13 20:40:39

Broadcom closes up 9.88% following the announcement of its custom chip deal with OpenAI; its stock is up over 50% in 2025 after more than doubling in 2024 (MacKenzie Sigalos/CNBC)
cnbc.com/2025/10/13/openai-par

Broadcom stock pops 7% on OpenAI custom chip deal, adding to Nvidia and AMD agreements
OpenAI is teaming up with Broadcom to jointly develop and deploy 10 gigawatts of custom AI accelerators starting in 2026.

@Mediagazer@mstdn.social
2025-09-16 18:01:18

The UK's Channel 4 purchases a majority stake in a production company, Firecrest Films, for the first time; it will now be able to own British IP (Max Goldbart/Deadline)
deadline.com/2025/09/channel-4

Channel 4 Makes History By Taking First Ever Majority Stake In A Production Company
Channel 4 has bought Firecrest Films, the producer of 'Murder Trial' and its first ever majority stake in a production company.