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Tensorizing Engram: Sharing Latents Across N-Gram Embeddings is Beneficial in LLMs
arXiv:2606.08347v1 Announce Type: new Abstract: Modern language models represent text using discrete token-level embeddings, which forces recurring multi-token patterns to be learned implicitly across Transformer layers. Both Over-tokenized Transformers and Engram attempt to address this limitation by explicitly incorporating multi-token (n-gram) memories. However, they rely on separate hash tables for each n-gram order, which introduces hash collisions and prevents nested n-grams from...
LG's 2026 Gram laptop lineup starts at $1,150
LG's 2026 Gram laptop lineup starts at $1,150 Many CES product announcements leave us hanging for a while on pricing and availability. Today, one of this year's updated laptop series finally has official pricing and release info. LG's 2026 Gram models are now available, starting at $1,150 for the base model.
MRSA, MSSA, Gram-negative bacteraemia and CDI: monthly data, 2025 to 2026
MRSA, MSSA, Gram-negative bacteraemia and CDI: monthly data, 2025 to 2026 MRSA, MSSA, Gram-negative bacteraemia infections by organisation and location of onset, and Clostridioides difficile infections (CDI) by organisation and prior trust exposure. Documents Details For data before January 2025 to 2026, see our previous reports. These official statistics were independently reviewed by the Office for Statistics Regulation in May 2022.
Learning Dynamics Reveal a Hierarchy of Weight-Induced Layerwise Gram Metrics
Announce Type: new Abstract: We study feed-forward ReLU networks with fixed readout and quadratic loss. The aim is to rewrite gradient descent not primarily as a dynamics in weight space, but as a collective dynamics closed in terms of fields defined on the training-set space. For a single hidden layer, the weight variables can be eliminated from the activation dynamics, yielding a closed equation for the residuals governed by a collective kernel that factorizes into an input-geometric...
NGram-MoSE: Efficient Remote Sensing Super-Resolution via N-Gram Context and Mixture-of-Experts
Announce Type: new Abstract: Remote sensing applications for environmental monitoring and disaster management are frequently constrained by a spatial--temporal trade-off: imagery with fine spatial detail is often acquired less frequently, whereas more temporally available observations are typically coarser. Single-image super-resolution provides a practical means to enhance coarse imagery without changing acquisition schedules, yet many Transformer-based SR models remain computationally...
Tubby Ted the blind hedgehog loses the grams
His carer says Instagram followers have been comparing their own weight loss journeys to Ted's.
Knowledge Manifold: A Riemannian Geometric Framework for Semantic Mapping and Geodesic Analysis of Scientific Literature
arXiv:2606.05907v1 Announce Type: new Abstract: We present the knowledge manifold: a Riemannian geometric space in which a corpus of documents is arranged according to semantic positional relationships derived from character n-gram TF-IDF representations. The framework proceeds in five tightly coupled stages. First, each document is converted to a character-level n-gram TF-IDF vector (4-7 grams, up to 250,000 features, L2-normalized) and embedded in a two-dimensional knowledge map via...
Team 'astonished' as rider kicked out of Giro d'Italia Women
Team 'astonished' as Lorena Wiebes kicked out of Giro d'Italia Women after winning stage one Sun 31 May 2026 at 1:23pm In short: Lorena Wiebes out-sprinted Elisa Balsamo and Lara Gillespie to win the opening stage of Giro d'Italia Women. The race jury found that Wiebes's bike was 200 grams underweight, leading to the Dutch champion being disqualified. Tomorrow's second stage will also likely finish in a bunch sprint, with Balsamo racing in the leader's pink jersey.
TMC neta accused of graft tonsured, paraded with garland of shoes by villagers, arrested
A Trinamool neta accused of corruption was shaved bald, made to wear a garland of shoes, and paraded through the village by residents on Sunday morning in Shyampur, Howrah. Police have arrested him. A dominant Trinamool neta of the Amradaha Gram Panchayat under Shyampur PS, Sannayashi Manna (Sannyasi Manna) has been accused of forcibly taking money meant for 100-day work, collecting illegal cuts under the housing scheme, extortion, grabbing land and fisheries, assault, and...
Banned hookah, ganja, liquor: 156 detained in Pune late-night party raid
PUNE: As many as 156 people were detained and around three grams of ganja recovered after Pune City Police's crime branch raided a party in Tulapur under Lonikand police station limits in the early hours of Sunday, officials said. The raid was conducted at around 2.30am on June 7 after police received specific information about the gathering. The operation involved 15 officers and 65 constables.