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"Chi nas dal soch el sent de legn" -- Auditing Text Corpora for Lombard
Announce Type: new Abstract: Several of the world's languages are still under-resourced in terms of Natural Language Processing (NLP) tools. This is mostly due to the lack of high-quality datasets to train, develop, and evaluate systems and models for several tasks, such as Machine Translation (MT). We conduct a manual audit of the parallel and monolingual corpora available for Lombard, an under-resourced language continuum from Italy.
Sat-Chi, fresh off Singapore Open win, pull out of Indonesia Open
India’s star men’s doubles pair, Satwiksairaj Rankireddy and Chirag Shetty, have pulled out of the Indonesia Open 2026 after Satwik suffered an injury during their opening-round match in Jakarta. The duo was forced to retire midway through their contest against Malaysia’s Aaron Tai and Kang Khai Xing on Wednesday, bringing an early end to their campaign. The Badminton Association of India (BAI) later confirmed the withdrawal and said the pair would now focus on recovery before returning to...
Relaxation Kernel, Spectral Dissipation, and Global Convergence of Blahut--Arimoto Dynamics
arXiv:2604.25106v3 Announce Type: replace Abstract: We develop a spectral theory for continuous- and discrete-time Blahut--Arimoto (BA) dynamics, centered on the relaxation kernel $ \G = \E_p[K^*_X \otimes K^*_X] $. Five main results are established. Along the continuous-time BA flow, the free energy satisfies the exact $ \chi^2 $-dissipation identity $ \dot F_\beta = -\D(q) $, where $ \D(q)=\chi^2(\T q \| q) $ is the Pearson $ \chi^2 $-divergence.
2 Taiwan air force pilots die in T-34C crash, spurring probe and debate over aircraft
2 Taiwan air force pilots die in T-34C crash, spurring probe and debate over aircraft Lieutenant Colonel Kuo Chun-nan and Lieutenant Colonel Lu Chi-yu were killed when aircraft went down at Gangshan Air Base A Taiwanese air force aircraft crashed during a training mission on Tuesday, killing two experienced pilots and prompting renewed scrutiny of the island’s ageing fleet of T-34 basic trainers. Both pilots on board, Lieutenant Colonel Kuo Chun-nan and Lieutenant Colonel Lu Chi-yu, were...
Scalar gradient structure and dynamics in turbulent mixing at high Reynolds and Schmidt numbers
arXiv:2606.07858v1 Announce Type: new Abstract: How well turbulence mixes a scalar $\theta$ is governed by the scalar dissipation rate $\chi = 2D |\nabla\theta|^2$, making scalar gradients central to turbulent mixing. We study the structure and amplification of these gradients for passive scalars driven by a uniform mean-gradient in isotropic turbulence, using DNS at grid resolutions up to $8192^3$. The $Re_\lambda$ spans $140-1000$, and $Sc\equiv\nu/D$ spans $1-512$.
Misdiagnosis isn’t misconduct, lawyer for accused doctor tells medical watchdog
Misdiagnosis isn’t misconduct, lawyer for accused doctor tells medical watchdog Dr Sit Sou-chi is accused of failing to conduct immediate checks on Li Yuanjian after newborn suffered seizure in 2009 and was left disabled The lawyer for a Hong Kong doctor accused of professional misconduct after a boy in his care was left permanently disabled more than 16 years ago has told the medical watchdog that misdiagnosis or incompetence does not equate to misconduct. But the prosecution representing...
Vietnam Touts IP Crackdown Results After US Launches New Probe
A stall selling largely counterfeit goods in Saigon Square market in Ho Chi Minh City.
Eigenvectors of Experts are Training-free Non-collapsing Routers
arXiv:2605.30992v1 Announce Type: new Abstract: Sparse Mixture of Experts (SMoE) architectures improve the training efficiency of Large Language Models (LLMs) by routing input tokens to a selected subset of specialized experts. Despite their remarkable success, both training and inference in SMoE models suffer from the expert collapse issue (Chi et al., 2022), which degrades model performance. Prior studies primarily focus on improving the router; however, such methods rely on training from...
Middle East crisis: IndiGo grounds flights to six overseas destinations amid cost pressures
India’s largest airline IndiGo on Thursday announced the temporary suspension of flights to six international destinations, including Hong Kong, Shanghai and Thailand’s Krabi, as it moves to optimise its network amid softer travel demand and rising operating costs. The budget carrier said services to Langkawi, Krabi, Ho Chi Minh City, Hong Kong and Shanghai will be suspended from July 1, while flights to Siem Reap will be halted from July 3. The suspension will remain in place until...
MacBook Neo Is So Popular That Apple Doubled Production
On an earnings call in late April, Apple's CEO Tim Cook said that customer response to the MacBook Neo was "off the charts," and the popularity of the laptop has reportedly led the company to significantly boost production. Apple supply chain analyst Ming-Chi Kuo this week said he believes that MacBook Neo shipments to Apple were doubled from an initial target of 5 million units to 10 million units in 2026 at some point after the laptop launched in March. Apple was very optimistic about the...