PARCEL introduces a 3,396-claim legal benchmark from NY Court of Appeals decisions to test whether LLMs can verify citations, and even top models mark unsupported claims as supported when given full opinion text.

#LegalAI #LLM #HallucinationDetection #NLP
https://arxiv.org/abs/2610.10971

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A new diagnostic protocol, RAG-Stress, tests how well retrieval-augmented generation systems resist misleading evidence by fixing questions and editing one assertion per passage. Across fifteen systems, it measures…

#RAGStress #OpenSourceAI #AIResearch #NLP
https://arxiv.org/abs/2610.11183

Most enterprises rely on Systems of Record & Systems of Engagement. Rip-&-replace is too risky; the real shift is overlaying an intelligent layer on top: Enter Systems of Agency. Agentic AI driving #NLP interfaces & autonomous workflows without migration

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A new arXiv book covers LLM foundations across pre-training, generative models, prompting, alignment, inference, and reasoning, aimed at students and NLP practitioners. Useful as a structured reference for prompting and broader LLM concepts.

#LLM #Prompting #NLP #AI
https://arxiv.org/abs/2501.09223

A new arXiv study compares generative versus discriminative student models distilled from LLM oracles for multi-label topic assignment in e-commerce, evaluating SLMs from 1B to 8B parameters against DeBERTa baselines. The work…

#AI #LLM #NLP #MachineLearning
https://arxiv.org/abs/2610.09063

Hello #NLP
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How do large language models “think”? Researchers are trying to uncover the hidden algorithms inside AI.

www.nexthorizon.space/2025/04/how-...

#AI #Science #Technology #Research #LLM #ChatGPT #MachineLearning #NLP #Interpretability #Data #Future #NeuralNets

sk-bench brings 30 native Slovak datasets across ten skill categories to LLM evaluation, filling a gap left by multilingual benchmarks that skipped or machine-translated the language. Tags: hashtags not allowed after such text, but…

#OpenSource #AI #LLM #NLP
https://arxiv.org/abs/2610.09152

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Tokka-Bench is an open-source framework for evaluating subword tokenizers across 100 natural and 20 programming languages using five metrics, comparing GPT-2, GPT-4, gpt-oss, Llama 3.1, Gemma 3, Qwen3, and Kimi K2.

#AI #NLP #OpenSource
https://arxiv.org/abs/2610.08794

BOB BURNS HYPNOTHERAPY EXPOSED

The Defamatory Comments, Nasty Attacks & Outright Lies of the Scottish Hypnotherapist & “Creator” of the SWAN Hypnosis NLP Mind Therapy Protocol

roylehypnotist.substack.com/p/bob-burns-...

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SANOMENTOLOGY & MIND THERAPIST MARTIN ROTHERY OF THE NINE REALMS INSTITUTE EXPOSED

Repackaged Hypnotherapy, NLP Hypnosis & Mystical Arty Farty Winky Wanky Tree Hugging Woo Woo

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#Sanomentology #Sanomentologist #MartinRothery #Hypnotherapy #Hypnosis #NLP

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JevNexus reframes schema matching as bounded pairwise decisions, only invoking listwise refinement when evidence is conflicting, achieving 0.930 MRR and 0.909 Hits@1 across 561 cases while cutting mean latency from 123.452s to…

#SchemaMatching #NLP #DataInfra
https://arxiv.org/abs/2610.09487

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#心 #メンタル #公認心理師 #NLP #こころの健康支援室そらいろ

SAGE is a new data synthesis framework that uses MeSH taxonomies as semantic anchors to help small local models generate grounded medical QA training data, addressing expert data scarcity and privacy constraints. Relevant for open…

#AI #OpenSource #MedicalAI #NLP
https://arxiv.org/abs/2610.08093

Disinformation and influence operations: Which countermeasures actually work? - Information systems researcher Vera Schmitt leads new #HorizonEurope project FIMI-RESIST 👉 press.uni-mainz.de/disinformatio…

#ArtificialIntelligence #NaturalLanguageProcessing #NLP #LargeLanguageModels #LLMs