Alignment Is All You Need: Instruction-Free Training for General Audio-Language Models
A new approach to training multimodal large language models (MLLMs) eliminates the need for extensive task-specific supervision.
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A new approach to training multimodal large language models (MLLMs) eliminates the need for extensive task-specific supervision.
This work examines emoji-augmented prompts as a test case for gaps in safety evaluation of large language models (LLMs).
Modern e-commerce platforms often operate search, recommendation, personalization, and CRM systems independently, limiting opportunities for proactive customer re-engagement.
A paper introduces THPT-Ladder, a 632-item benchmark that applies Vietnam’s 2025 national exam grading scheme to language models and reports materially different scores from standard proportional-accuracy measures.
An arXiv paper describes how Netflix built, deployed and continuously monitored an LLM judge for recommendation explanations, reporting viewing and engagement gains in a five-week A/B test involving tens of millions of members.
Wani sabon binciken arXiv yana ba da shawarar duba abubuwan tunawa, kayan aiki, ƙwarewa, ayyukan aiki da alaƙa a matsayin jadawali wanda ke canzawa akan lokaci, kuma yana kira don ƙima da tsarin mulki.
Wani sabon bugu na arXiv yana gabatar da FACET, tsarin samar da ayyuka na ƙarshe waɗanda aka tsara umarnin, mahalli, mafita da masu tabbatarwa don kasancewa da daidaito.
Rubutun arXiv yana gabatar da SESSE, tsarin ba da horo wanda ke karya fifikon alƙali na LLM cikin ƙananan tambayoyi. Marubutan sun ba da rahoton kusanci-ƙusa tare da tushen tsarin tunani akan misalan RewardBench 1,000 da rikodin ƙididdiga matakin ma'auni; gabaɗaya, farashi, da tabbatarwa masu zaman kansu sun kasance a buɗe tambayoyin.
Wata ƙungiyar IBM Spyre ta ce jami'an coding sun taimaka ƙirƙirar adaftar lokacin gudu 13 waɗanda suka rufe 7,960 daga cikin 10,000 da aka fi zazzage mafi yawan samfuran Hugging Face a cikin tsarin da aka sa gaba, tare da 6,804 suna wucewa ta ƙarshe-zuwa-ƙarshen gwaje-gwaje akan Spyre. Tawagar ta ce yin kuskuren ɗan adam ya kasance mai mahimmanci.
Takardar bincike ta Apple ta bayyana hanyar yin lakabi mai lamba uku don Mandarin-Turanci code-canza magana ta atomatik kuma tana ba da rahoton raguwar Kuskuren Kuskure akan rukunonin ci gaban SEAME guda biyu.
Google ya ce nan ba da jimawa ba masu amfani za su iya ba da labari Gano batutuwa da hanyoyin haɗin gwiwa da suke son gani fiye ko ƙasa da haka, yayin da sabbin sarrafawa kuma ke keɓanta Bincike da Google Takaitattun labarai na sauti.
Amazon Bedrock yanzu yana ba da samfurin GPT-5.6 Sol, Terra, da Luna na OpenAI a cikin fiye da Yankunan AWS 25, tare da zaɓuɓɓukan kewayawa da ƙasa da na duniya waɗanda ke faɗaɗa wurin ruwa mai ƙididdigewa.
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