Tootfinder

Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability
Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe
https://arxiv.org/abs/2506.15629

Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability
In generative commonsense reasoning tasks such as CommonGen, generative large language models (LLMs) compose sentences that include all given concepts. However, when focusing on instruction-following capabilities, if a prompt specifies a concept order, LLMs must generate sentences that adhere to the specified order. To address this, we propose Ordered CommonGen, a benchmark designed to evaluate the compositional generalization and instruction-following abilities of LLMs. This benchmark measures…

Magnetic Order in Pulsed Laser Deposited (Fe,Ni)5GeTe2 Films
Tamal Kumar Dalui, John Derek Demaree, Thomas Parker, Ramesh C. Budhani
https://arxiv.org/abs/2508.13085 https://

Magnetic Order in Pulsed Laser Deposited (Fe,Ni)5GeTe2 Films
We report the successful growth of highly textured thin films of (Fe,Ni)5GeTe2 two-dimensional ferromagnet on c-plane sapphire using pulsed laser deposition. Structural characterization via X-ray diffraction confirms preferential orientation along the (000l) direction, indicative of a high crystallographic texture. These films of van der Waals (vdW) type interplanar bonding exhibit robust ferromagnetism with a Curie temperature reaching = 495 K. Electrical transport measurements reveal a clear …

Robust Topological Conduction in Bi2 Bi2Se3 Superlattices at Ambient Conditions
Lakshan Don Manuwelge Don, Md. Sakauat Hasan Sakib, Gracie Pillow, Sara McGinnis, Seth Shields, Joseph P. Corbett
https://arxiv.org/abs/2508.12544

Robust Topological Conduction in Bi2 Bi2Se3 Superlattices at Ambient Conditions
Topologically protected surface states have garnered significant attention due to their robustness against perturbations and potential applications in optoelectronics. Bi2 Bi2Se3 is a topological semimetal composed of a 2D bismuthene sheet and a Bi2Se3 quintuple layer, forming an intrinsic superlattice. This study investigates the electronic structure and edge states of Bi2 Bi2Se3 [001] oriented films under ambient conditions through conducting atomic force microscopy (C-AFM). Point I-V spectro…

from my link log —
Elementary functions NOT following the IEEE 754 floating-point standard.
http://www.hlsl.co.uk/blog/2020/1/29/ieee754-is-not-followed
saved 2025-02-11

Elementary Functions and NOT Following the IEEE 754 Floating-Point Standard — TRYING TO FIND THE OBVIOUS
The IEEE-754 Standard for floating-point numbers was introduced initially in 1985 to solve the problem of diverse floating point implementations prevent code being portable and increase stability across platforms. It has been widely adopted and revised over the last 30 years and if you have dealt

How Many Instructions Can LLMs Follow at Once?
Daniel Jaroslawicz, Brendan Whiting, Parth Shah, Karime Maamari
https://arxiv.org/abs/2507.11538 https://

How Many Instructions Can LLMs Follow at Once?
Production-grade LLM systems require robust adherence to dozens or even hundreds of instructions simultaneously. However, the instruction-following capabilities of LLMs at high instruction densities have not yet been characterized, as existing benchmarks only evaluate models on tasks with a single or few instructions. We introduce IFScale, a simple benchmark of 500 keyword-inclusion instructions for a business report writing task to measure how instruction-following performance degrades as inst…

Anybody have a good source for a ripstop nylon zipper pouch, kinda like a pencil case, that's solidly built and fits comfortably in a cargo pants pocket?
Use case is a tiny pocket first aid kit. Nothing fancy, just a couple of bandaids, single-dose ibuprofen, etc. In the past I've tried a plastic clamshell case that eventually broke (and was uncomfortable), a notched vacuum sealed bag (great until you open it, but not resealable), a ziploc (too flimsy).

Can somebody point me towards a Myers diff algorithm in a C project?
I am looking for the following data as diff result:
1. (old) line number
2. (old) column number
3. (new) line number
4. (new) column number.
Need the above info so I can ask my text editor widget to highlight the line and column as to what was added/deleted.
Please reboost for reach :)
#cppdev

GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation
Ning Gao, Yilun Chen, Shuai Yang, Xinyi Chen, Yang Tian, Hao Li, Haifeng Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang
https://arxiv.org/abs/2506.10966

GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation
Robotic manipulation in real-world settings remains challenging, especially regarding robust generalization. Existing simulation platforms lack sufficient support for exploring how policies adapt to varied instructions and scenarios. Thus, they lag behind the growing interest in instruction-following foundation models like LLMs, whose adaptability is crucial yet remains underexplored in fair comparisons. To bridge this gap, we introduce GenManip, a realistic tabletop simulation platform tailore…

Sources: EchoStar is considering filing for Chapter 11 bankruptcy to protect its valuable wireless spectrum licenses from potential revocation by the FCC (Wall Street Journal)
https://www.wsj.com/articles/echosta…

Hatevolution: What Static Benchmarks Don't Tell Us
Chiara Di Bonaventura, Barbara McGillivray, Yulan He, Albert Mero\~no-Pe\~nuela
https://arxiv.org/abs/2506.12148

Hatevolution: What Static Benchmarks Don't Tell Us
Language changes over time, including in the hate speech domain, which evolves quickly following social dynamics and cultural shifts. While NLP research has investigated the impact of language evolution on model training and has proposed several solutions for it, its impact on model benchmarking remains under-explored. Yet, hate speech benchmarks play a crucial role to ensure model safety. In this paper, we empirically evaluate the robustness of 20 language models across two evolving hate speec…