Ana sabunta kullun2280 ingantattun labarai
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9 labaraiBidi'a
Study proposes transfer-aware curriculum sampling for language-model training
An arXiv paper introduces Relative Transfer, a measure of how training examples at different difficulty levels affect one another, and proposes Transfer-aware Dynamic Curriculum Sampling for adapting training schedules during post-training.arxiv.orgBidi'a
Takardar Co-RL tana ba da rahoton fa'idar fa'ida mara amfani daga ƙungiyoyin ƙira iri-iri
Wani samfurin arXiv ya bayyana Co-RL, tsarin ƙarfafawa-koyo mai wakilai da yawa wanda keɓaɓɓun samfura suna ba juna kyauta. Marubutan sun ba da rahoton nasarorin da aka samu a kan maƙasudan rubutu-kawai da multimodal ba tare da alamun gaskiya ba, yayin da suke yarda da haɗarin kurakuran ƙarfafa kai da rushewar horo.arxiv.orgBidi'a
Hanyar gyaran gyare-gyaren da aka tsara tana rarraba ƙoƙarin horarwa a cikin ayyuka masu alaƙa
Wata sabuwar takarda ta arXiv tana ba da shawarar Ƙaƙwalwar Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwaƙwalwa na Ƙaƙwalwa na Ƙaƙwalwa na Ƙadda ) ya yi don rarraba iyakantaccen daidaitawa a cikin yankuna masu dangantaka. Yana ba da rahoton ingantattun ɗaukar hoto a cikin haɓakawa, sarrafawa, da gwaje-gwajen LLM, amma ba ya ba da sakamako na lambobi ko ingantaccen aiki mai zaman kansa.arxiv.orgBidi'a
SURE-Ridge proposes a faster way to infer causal graphs from limited data
Accepted to the 2026 Asilomar Conference, a paper proposes SURE-Ridge, a closed-form method for causal-graph estimation in equal-variance linear Gaussian models. Authors report lower small-sample structural error and fastest tested-baseline runtime; the source does not establish performance beyond these assumptions.arxiv.orgBidi'a
J-Miner paper reports executable decision rules extracted from language-model classifiers
Researchers describe J-Miner, a method that converts internal signals from fine-tuned language-model classifiers into inspectable rules, reporting up to 98.3% reproduction of source decisions and nearly the same average task accuracy in much smaller student models.arxiv.orgBidi'a
Paper tests letting AI agents switch specialized LoRA adapters mid-task
A single-author arXiv paper reports that giving an agent a tool to switch between specialized LoRA adapters helped it solve two synthetic coding tasks and reduced the reported capability tax by up to 18 times.arxiv.orgBidi'a
MultiSigBERT ya haɗu da rubutun likita da lokutan haƙuri don tsinkayar rayuwa ta kansa
Takardar ECML PKDD 2026 tana gabatar da MultiSigBERT, haɗa rahotannin likita na ba da labari, bayanan da aka tsara da kuma bayanan haƙuri na ɗan lokaci don ƙididdige ƙimakin haɗarin cutar kansa. Yana bayar da rahoton 0.743 concordance index akan saitin gwaji mai zaman kansa; tushen ba shi da sakamakon kwatance ko shaidar tura asibiti.arxiv.orgBidi'a
DOW-KE yana ba da shawarar ingantawa kai tsaye don gyara ilimin a duk faɗin ƙirar ƙirar AI
Takardar arXiv ta ba da shawarar inganta ƙirar ƙira mai nau'i-nau'i da yawa ta hanyar cikakkiyar wucewar gaba, tana ba da rahoton sakamako mafi ƙarfi tsakanin hanyoyin da aka gwada a cikin saitunan saitin ƙira guda shida.arxiv.orgTsaro
Bincike Ya Nemo Masu rikodin EEG na Jama'a na iya Canja wurin Hare-hare zuwa Samfura masu zaman kansu
Takardar arXiv ta ba da rahoton cewa misalan ƙiyayya da aka haifar ta hanyar masu ba da izini na EEG da aka saki a bainar jama'a na iya shafar ƙirar da ba za ta iya isa ba ba tare da tambayar sigoginsu, abubuwan da aka fitar ko gradients ba.arxiv.org
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Samu ingantattun labaran AI na mako, bayanan asali, kayan aiki masu amfani, zaɓen koyo, da sabbin ayyukan AI.
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