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Izindaba ezengeziwe
9 izindabaUkuqamba
Study maps 46 language models built for Portuguese
A systematic mapping study catalogs 46 Portuguese language models and compares architectures, training resources, licensing, code, data, and weights. The authors say the field is growing but difficult to assess because information is spread across papers, technical reports, repositories, and project documentation.arxiv.orgUkuqamba
Interpretability study links Qwen3-4B’s overconfident answers to a certainty-biased mechanism
An arXiv study reports that Qwen3-4B favors certainty over uncertainty in controlled reasoning tasks and identifies model features that may drive the imbalance. The authors say targeted interventions reduced overconfident errors, but the abstract does not disclose effect sizes or testing details.arxiv.orgUkuqamba
The Deontic Gap: Large Language Models and the Modal Language of Obligation
Modal auxiliaries such as must, should, and have to mark necessity and obligation within the contexts of speaker authority and interpersonal stance.arxiv.orgUkuphepha
Paper proposes obscuring refusal signals to resist abliteration attacks
An arXiv preprint introduces a weight-editing method intended to make safety refusals harder to extract and remove. The paper reports stronger post-abliteration refusal scores on two open models, with different tradeoffs in general-purpose performance.arxiv.orgUkuqamba
Iphepha libika indlela yesikhashana yokuthola imibono engekho ezingeni lethokheni
Iphrinta ye-arXiv ichaza umtshina wokuphupha ohlanganisa izibalo zombhalo, amasiginali ahlanganisayo kanye nokumangala kwemodeli yolimi kuwo wonke ukulandelana esikhundleni sokwahlulela amathokheni ngokuzimela. Imodeli yayo ye-BiGRU ifinyelele ku-AUC engu-0.840 ku-RAGTruth, ngokusho kwephepha.arxiv.orgUkuqamba
Entity tracking emerges at 410 million parameters, exceeds humans across naturalistic narratives
Understanding language requires tracking entities across discourse - i.e., knowing where things are and how they change, even when not explicitly stated.arxiv.orgUkuqamba
Paper reports compiler-guided search improves Lean theorem-proving efficiency
An arXiv preprint proposes an adaptive proof-search method for context-dependent Lean 4 projects. Its authors report a 12.8-percentage-point average pass-rate improvement within a pass@32 budget while using 21.9% fewer LLM calls than pass@k baselines.arxiv.orgUkuqamba
I-Benchmark Ihlukanisa Ukuxazululwa Kwejiyomethri Kokwakhiwa Kwemidwebo
Ibhentshimakhi entsha yomthombo ovulekile ihlola ukuthi amamodeli esisekelo angakwazi yini ukwakha imidwebo yejiyomethri ethembekile, hhayi nje ukuxazulula izinkinga eziwumsuka. Ababhali bayo babika ukuthi amamodeli ahloliwe azuze isilinganiso sesilinganiso sempumelelo sokuhlanganisa esingu-36.14%, okuveza igebe phakathi kwezimpendulo zezibalo kanye nezakhiwo ezibonakalayo ezisebenzisekayo.arxiv.orgUkuqamba
Ukuqondanisa Yikhona Konke Okudingayo: Ukuqeqeshwa Okungenamfundo Kwamamodeli Avamile Olimi Lomsindo
Indlela entsha yokuqeqesha amamodeli ezilimi ezinkulu (MLLMs) iqeda isidingo sokugadwa okubanzi okuqondene nomsebenzi othile.arxiv.org
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