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The read step processes all chunks in parallel, with each chunk-level read conditioned on the same global memory, thereby avoiding sequential memory overwrites that may discard earlier evidence and reducing inference latency through parallel chunk processing
from the top result below
https://arxiv.org/html/2608.03048v1
The read step processes all chunks in parallel, with each chunk-level read conditioned on the same global memory, thereby avoiding sequential memory overwrites that may discard earlier evidence and reducing inference latency through parallel chunk processing
https://arxiv.org/html/2608.02613v1
We evaluate five open-weight readers with Vanilla context, BM25-RAG, Oracle retrieval, Memobase, and MemSearch as memory backends
https://arxiv.org/html/2501.13956v1
2 Knowledge Graph Construction
2.1 Episodes
2.2 Semantic Entities and Facts
2.2.1 Entities
2.2.2 Facts
2.2.3 Temporal Extraction and Edge Invalidation
2.3 Communities
3 Memory Retrieval
3.1 Search
3.2 Reranker
4 Experiments
4.1 Choice
https://arxiv.org/html/2205.01882v5
2 Details of the DVD Dataset
M Additional Empirical Application: Fishing-site Choice
M
https://arxiv.org/html/2608.03624v1
In domains such as healthcare, this is a hard requirement; sensitive data cannot leave the premises, so models must run on-site, often on limited hardware Garg et al
https://arxiv.org/html/2608.03504v1
Because many common digital advertising formats (such as “Top Picks,” “Recommended,” or “Featured” slots) primarily reallocate limited on-screen space rather than requiring substantial additional spending, improving the design of these advertisements may yield significant profit gains at relatively low
https://arxiv.org/html/2608.03446v1
cz
Abstract
Multilingual large language models (LLMs) have been shown to perform better on non-English classification tasks when the representations of the given language are more aligned to English within the model
https://arxiv.org/list/cond-mat/new
The mixed anomaly between these is accommodated by the not-on-site action of the symmetries
https://arxiv.org/list/cs.IR/new
For what to learn, conventional next-token prediction treats adjacency as dependency and may encode spurious transitions across unrelated sessions
https://arxiv.org/html/2608.02813v1
First, the droop-imposed operating point may conflict with rotor-speed-dependent power characteristics [21], thus leading to harmful responses where WTGs reduce power during frequency drops [22]
https://arxiv.org/list/math.ST/new
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New submissions (showing 6 of 6 entries)
[1] arXiv:2608
https://arxiv.org/list/cs.DS/new
DS)
Near capacity, a cuckoo filter may reject an insertion even though a legal placement still exists: the table remains structurally feasible, but a bounded policy fails to find an augmenting path
https://arxiv.org/html/2608.03086v1
Compared with surgical resection, which may be limited by general anesthesia, bleeding risk, and prolonged recovery, MWA can be performed through a percutaneous or small-incision approach [25, 8, 14]
https://arxiv.org/html/2607.27063v1
Momentum and reversal are two prominent manifestations of this departure: recent winners and losers may continue along the same path over an intermediate horizon, but sufficiently large deviations are often followed by corrections
https://arxiv.org/list/astro-ph.IM/new
If the plans of satellite operators to launch a million spacecraft are realized, nearly every astronomical image of a few seconds duration and several degrees in size may be contaminated during several hours of each night
https://arxiv.org/html/2608.02966v1
This binary scoring treats all incorrect responses alike, even though an LLM’s preferences among incorrect options may contain systematic and useful information about its behavior and ability
https://arxiv.org/html/2608.00458v1
In networked deployments, these agents may run across edge and cloud resources, share an inference service, or belong to different administrative domains
https://arxiv.org/html/2607.27099v1
Although scaling relations persist across scales, the statistical models that best describe the observations may differ substantially from one scale to another
https://arxiv.org/html/2607.28410v1
Existing approaches either rely on pre-specified market assumptions that may not hold in practice, or require task-specific training that limits adaptability to new settings
https://arxiv.org/html/2608.03014v1
For example, its time-domain signal may exhibit large instantaneous peaks, and the resulting multicarrier waveform can produce sidelobes that cause out-of-band (OOB) emissions and spectral leakage [18]
https://arxiv.org/html/2608.02851v1
These delays may appear not only in control inputs but also in system states and measurements
https://arxiv.org/html/2508.20105v2
It is also important to observe that the cyclical patterns and behaviors of prices may have emerged from trends and autocorrelation[11]
https://arxiv.org/html/2608.03204v1
Standard autoregressive decoding makes locally optimal choices that may lead to errors
https://arxiv.org/html/2508.20101v1
Another limitation of existing models is their assumption of spatially homogeneous GARCH parameters, which may be unrealistic in heterogeneous domains
https://arxiv.org/html/2407.20004v1
The aggregation of many individually “good” recommendations may have unintended outcomes because human choices, influenced by these recommendations, interfere with each other on top of shared resources
https://arxiv.org/html/2607.28323v1
This may not always be the natural state representation for quote-driven markets such as foreign exchange
https://arxiv.org/html/2608.02909v1
For example, an LLM’s estimate of an article’s slant or the emotional content of text may only be a proxy for the true value, as it uses a limited sample and subject to idiosyncratic (e
https://arxiv.org/html/2407.00575v3
The players may be cooperative, or they may be selfishly interested in maximizing their reward
https://arxiv.org/html/2608.01085v1
Poisoned agents may generate individually plausible messages containing evidence cue realizations
https://arxiv.org/html/2410.19947v2
In this context, the unobservable “marriage prospects” factor may influence both marriage outcomes and college major choices