#Large Language Models (LLMs)
Latest news articles tagged with "Large Language Models (LLMs)". Follow the timeline of events, related topics, and entities.
Articles (5)
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🇺🇸 Long-Tail Knowledge in Large Language Models: Taxonomy, Mechanisms, Interventions and Implications
[USA]
arXiv:2602.16201v1 Announce Type: cross Abstract: Large language models (LLMs) are trained on web-scale corpora that exhibit steep power-law distributions, in which the distribution of knowledge is h...
Related: #Long‑Tail Knowledge Distribution, #Data Scarcity and Power‑Law Effects, #Model Scaling Limits, #Taxonomy and Classification of Knowledge -
🇺🇸 From Growing to Looping: A Unified View of Iterative Computation in LLMs
[USA]
arXiv:2602.16490v1 Announce Type: cross Abstract: Looping, reusing a block of layers across depth, and depth growing, training shallow-to-deep models by duplicating middle layers, have both been link...
Related: #Model architecture, #Iterative computation, #Layer reuse, #Depth‑growing techniques -
🇺🇸 EduResearchBench: A Hierarchical Atomic Task Decomposition Benchmark for Full-Lifecycle Educational Research
[USA]
arXiv:2602.15034v1 Announce Type: cross Abstract: While Large Language Models (LLMs) are reshaping the paradigm of AI for Social Science (AI4SS), rigorously evaluating their capabilities in scholarly...
Related: #AI for Social Science (AI4SS), #Benchmarking and Evaluation, #Hierarchical Task Decomposition, #Educational Research Methodology -
🇺🇸 Chain of Summaries: Summarization Through Iterative Questioning
[USA]
arXiv:2511.15719v2 Announce Type: replace Abstract: Large Language Models (LLMs) are increasingly using external web content. However, much of this content is not easily digestible by LLMs due to LLM...
Related: #Web content summarization, #Iterative questioning / dialectical method, #Information density and context‑length management, #Plain‑text transformation of complex web formats -
🇺🇸 LogiPart: Local Large Language Models for Data Exploration at Scale with Logical Partitioning
[USA]
arXiv:2509.22211v3 Announce Type: replace-cross Abstract: The discovery of deep, steerable taxonomies in large text corpora is currently restricted by a trade-off between the surface-level efficiency...
Related: #Scalable Data Exploration, #Hierarchical Taxonomy Construction, #Interpretability in AI, #Efficient Model Conditioning
About the topic: Large Language Models (LLMs)
The topic "Large Language Models (LLMs)" aggregates 5+ news articles from various countries.