Tootfinder

A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames
Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
https://arxiv.org/abs/2402.18258

A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames
Previous work on spoken language understanding (SLU) mainly focuses on single-intent settings, where each input utterance merely contains one user intent. This configuration significantly limits the surface form of user utterances and the capacity of output semantics. In this work, we first propose a Multi-Intent dataset which is collected from a realistic in-Vehicle dialogue System, called MIVS. The target semantic frame is organized in a 3-layer hierarchical structure to tackle the alignment …

ICYMI, Chrome has said it intends to prototype the CSS property `reading-order-items`:
https://groups.google.com/a/chromium.org/g/blink-dev/c/d9jIhcVw8zQ/m/aM5d-3P7AQAJ
If this is new to you, I cover the broad challenges with readi…

A request for the vulnerable version to be included in Debian is opened by Hans:
#1067708 - xz-utils: New upstream version available
A number of other, suspicious, anonymous name number accounts with little former activity also push for its inclusion, including misoeater91 and krygorin4545.
krygorin4545’s PGP key was made 2 days prior to today...
A fedora contributor states that Jia was pushing for its inclusion in Fedora as it contains “great new features”
Jia…

Everything I know about the XZ backdoor
Please note: This is being updated in real time. The intent is to make sense of lots of simultaneous discoveries

"Some [disinformation and #propaganda] is financially motivated, some... is used to build political will, and some... to widen societal divisions. In many cases, it’s all of the above... We have to keep in mind not only the tools behind #disinformation, but the intent, too."

Network Intent Decomposition and Optimization for Energy-Aware Radio Access Network
Yao Wang, Yijun Yu, Yexing Li, Dong Li, Xiaoxue Zhao, Chungang Yang
https://arxiv.org/abs/2404.18386

Network Intent Decomposition and Optimization for Energy-Aware Radio Access Network
With recent advancements in the sixth generation (6G) communication technologies, more vertical industries have encountered diverse network services. How to reduce energy consumption is critical to meet the expectation of the quality of diverse network services. In particular, the number of base stations in 6G is huge with coupled adjustable network parameters. However, the problem is complex with multiple network objectives and parameters. Network intents are difficult to map to individual net…

Filing: Nintendo sues the makers of Switch emulator Yuzu in US federal court, alleging it is designed to circumvent Nintendo's encryption and facilitates piracy (Sean Hollister/The Verge)
https://www.theverge.com/2024/2/27/24085075/nintendo-sw…

Nintendo sues Switch emulator Yuzu for ‘facilitating piracy at a colossal scale’
Nintendo has sued the developers of the Nintendo Switch emulator called Yuzu in US federal court, with the intent of squashing Yuzu for good.

"Impact over intent" is the same approach: the actions and effects and perception matter more than the intent
It's not that the intent isn't "relevant" but that it isn't "important". Discussing intent helps us reach mutual understanding so that in the future we can more accurately create the effects we intend. Intent is how we identify shared goals and discuss how to effectively achieve them.

A request for the vulnerable version to be included in Debian is opened by Hans:
#1067708 - xz-utils: New upstream version available
A number of other, suspicious, anonymous name number accounts with little former activity also push for its inclusion, including misoeater91 and krygorin4545.
krygorin4545’s PGP key was made 2 days prior to today...
A fedora contributor states that Jia was pushing for its inclusion in Fedora as it contains “great new features”
Jia…

Everything I know about the XZ backdoor
Please note: This is being updated in real time. The intent is to make sense of lots of simultaneous discoveries

'“The overwhelming nature and scale of Israel’s assault on #Gaza and the destructive conditions of life it has inflicted reveal an intent to physically destroy Palestinians as a group,” Albanese’s report said.'
UN rights expert report to call for Israel arms embargo over ‘acts of genocide’ | #Palestine

Decomposition Model Assisted Energy-Saving Design in Radio Access Network
Xiaoxue Zhao, Yijun Yu, Yexing Li, Dong Li, Yao Wang, Chungang Yang
https://arxiv.org/abs/2404.18418

Decomposition Model Assisted Energy-Saving Design in Radio Access Network
The continuous emergence of novel services and massive connections involve huge energy consumption towards ultra-dense radio access networks. Moreover, there exist much more number of controllable parameters that can be adjusted to reduce the energy consumption from a network-wide perspective. However, a network-level energy-saving intent usually contains multiple network objectives and constraints. Therefore, it is critical to decompose a network-level energy-saving intent into multiple levels…