SCOREBED isolates EIG double intractability in a policy-independent score-matching stage, then trains design policies with a singly intractable gradient estimator, enabling cheap multi-policy selection.
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In Christopher Hitchcock & Alan Hajek, edi- tors: Oxford Handbook of Probability and Philosophy , Oxford University Press, pp
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Empirical mixed-methods study finds CS venues with accessible name change policies show fewer citation errors (899 vs 996 per 1,000 papers) and 92% drop in deadnaming of transgender researchers from 2019-2024.
Pre-pretraining on MP-STRUCT matches k-Shuffle Dyck baselines in efficiency while adding human-like resistance to implausible languages and challenges the need for C-RASP definability in effective PPT languages.
Network structures of applicant-vacancy links determine matching function forms, with dispersion in search intensities reducing match efficacy and potentially making higher average search counterproductive.
Joint exclusivity extends mutual exclusivity with a sharp existence condition sum of marginal survival functions at zero at most n-1, a canonical construction on lower-dimensional faces, and a link to joint mixability.
CAST benchmark shows language models infer correct word stress from discourse context but TTS systems frequently fail to produce it in speech.
A new benchmark for sequential multi-party negotiations from climate data shows no solver dominates and performance depends on game structure.
HELM establishes a multi-metric evaluation covering 30 language models on 42 scenarios (16 core) to raise average scenario coverage from 17.9% to 96% under uniform conditions while releasing all prompts, completions, and a toolkit.
NarrativeTime is a timeline annotation framework achieving full TLink coverage, shown via re-annotation of TimeBankDense with comparable agreement and higher density plus a new TimeBankNT corpus.
Balanced designs that balance covariates (especially blocking) are asymptotically variance-optimal for binary ATE under Neyman's nonparametric model, and a CMH-based variance estimator is finite-sample conservative and asymptotically tight under local alternatives.
Transformers on impossible-language variants show gradual grammatical sensitivity loss but sharp long-sentence generation failures, supporting generative deficiency as a link to non-attestation.
ToxiREX is a new dataset of 128k Reddit comments in six languages with hierarchical annotations for implicit toxicity in conversational context based on an existing reasoning schema.
Prediction market inventories for Africa and Latin America topics are shaped more by settlement legibility than by public salience, with sports and elections favored over conflicts.
Varying the number of simultaneous parses in RNNGs increases predicted garden-path effects but does not fully reconcile LM surprisal with human reading times.
A zero-shot visual world model trained on one child's experience achieves broad competence on physical understanding benchmarks while matching developmental behavioral patterns.
Four failure archetypes emerge from 400 failed network-segmentation projects, with campus and VLAN-style projects overrepresented in the most failure-intensive groups.
Classic attitude-change theories can be rendered as generative agents that match known experimental patterns, but only after manual stabilisation that surfaces undocumented operational commitments.
Extends Ramsey's elicitation of subjective probabilities to risk-weighted expected utility maximizers by first deriving a measurement of risk attitudes from preferences.
Using a robotic plucker, incremental 192-micrometer increases in plucking depth produce a threshold effect below which the string is weakly excited, followed by increased loudness, reduced inharmonicity, and timbre shifts that vary with plectrum material.
Experiment finds longer resume viewing time without AI recommendations boosts non-recommended candidates' selection chance by 3-4%, with IAT scores predicting time allocation in human-AI collaboration.
Varying only population density in a minimal tie-formation model produces a sharp transition from clustered to integrated networks that speeds simple contagions and broadens complex ones.
A costly-information model provides an epistemic foundation that rationalizes linear, geometric, power, and multiplicative belief pooling and links the choice of rule to welfare losses and equilibrium prices.
The support function of the identified set for solutions to conditional linear programs is expressed as an average of intersections of regression functions and shown to be a regular parameter admitting standard asymptotic inference.
HHY is analyzed as a systematic phonetic approximation method with flexible use of Chinese phonological categories across multiple language sections, rather than a direct mapping of Chinese phonology.
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