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The End of the Train-Test Split
Article URL: https://folio.benguzovsky.com/train-test Comments URL: https://news.ycombinator.com/item?id=46149740 Points: 7 Comments: 1...
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The Machine Learning “Advent Calendar” Day 4: k-Means in Excel
How to implement a training algorithm that finally looks like “real” machine learning The post The Machine Learning “Advent Calendar” Day 4: k-Means in Excel ap...
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[Paper] LLMs Know More Than Words: A Genre Study with Syntax, Metaphor & Phonetics
Large language models (LLMs) demonstrate remarkable potential across diverse language related tasks, yet whether they capture deeper linguistic properties, such...
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[Paper] CARL: Critical Action Focused Reinforcement Learning for Multi-Step Agent
Agents capable of accomplishing complex tasks through multiple interactions with the environment have emerged as a popular research direction. However, in such ...
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[Paper] Algorithmic Thinking Theory
Large language models (LLMs) have proven to be highly effective for solving complex reasoning tasks. Surprisingly, their capabilities can often be improved by i...
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AI finds its way into Apple’s top apps of the year
Although Apple has continued to avoid naming a dedicated AI app or AI chatbot as its app of the year, AI was showcased among this year's winners....
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[Paper] Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap
Self-adaptive systems (SASs) are designed to handle changes and uncertainties through a feedback loop with four core functionalities: monitoring, analyzing, pla...
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Saturn (YC S24) Is Hiring Senior AI Engineer
Article URL: https://www.ycombinator.com/companies/saturn/jobs/R9s9o5f-senior-ai-engineer Comments URL: https://news.ycombinator.com/item?id=46144613 Points: 0...
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[Paper] GraphBench: Next-generation graph learning benchmarking
Machine learning on graphs has recently achieved impressive progress in various domains, including molecular property prediction and chip design. However, bench...
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[Paper] Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration
Workflow automation promises substantial productivity gains in everyday document-related tasks. While prior agentic systems can execute isolated instructions, t...
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[Paper] TaskEval: Synthesised Evaluation for Foundation-Model Tasks
Hallucinations are a key concern when creating applications that rely on Foundation models (FMs). Understanding where and how these subtle failures occur in an ...
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[Paper] Counting Without Running: Evaluating LLMs' Reasoning About Code Complexity
Modern GPU software stacks demand developers who can anticipate performance bottlenecks before ever launching a kernel; misjudging floating-point workloads upst...