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Is She Even Relevant? When BERT Ignores Explicit Gender Cues

cs.CL · 2026-05-08 · conditional · novelty 7.0

A Dutch BERT model encodes gender linearly by epoch 20 but does not dynamically update its representations when explicit female cues contradict learned stereotypical associations in short sentence templates.

Prediction-Powered Active Testing

stat.ML · 2026-07-09 · accept · novelty 6.0

PPAT residualizes losses via a prediction-powered control variate inside LURE, yielding lower-variance unbiased risk estimates, tailored acquisition, and asymptotic CIs that cover with fewer labels.

Guitar Nebula: extreme accelerator in extreme environment

astro-ph.HE · 2026-05-13 · conditional · novelty 6.0

The Guitar nebula's pulsar appears to accelerate electrons to within ~3/4 of the theoretical maximum potential, and its brightness is best explained by the pulsar crossing an old supernova remnant's compressed, magnetized shell.

The Pantheon+ Analysis: Cosmological Constraints

astro-ph.CO · 2022-02-08 · accept · novelty 6.0

Pantheon+ delivers tighter SN Ia constraints on Ω_M, w0, wa, and H0 from 1550 events, consistent with a cosmological constant, with SN systematics contributing less than one third to H0 uncertainty.

Exploring TRAPPIST-1 Climate States with an Energy Balance Model

astro-ph.EP · 2026-05-07 · conditional · novelty 5.0

A GCM-calibrated energy balance model predicts TRAPPIST-1 e is partially ice-covered and TRAPPIST-1 f is ice-covered, with CO2-driven ice-free transitions at roughly 0.2–0.4 bar and 0.6–1.2 bar respectively.

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