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Search 3,717 documents across 34 fields — every claim tier-rated by evidence
3,717 documents
34 sections
47,686 citations
34,596+ keywords indexed
4 evidence tiers
2 results for "self-attention"
ZD_2_15 Verified
Information & Computation
ZD_2_15 — Transformer Architecture: Self-Attention and the Foundation of Modern AI
The transformer is a neural network architecture introduced in 2017 that replaced recurrent and convolutional models as the dominant paradigm in artificial intelligence. Its core innovation — the self-attention mechanism
transformer
self-attention
multi-head attention
positional encoding
encoder-decoder
BERT
S_1_16 Verified
Future Technology
S_1_16 — Large Language Models: Architecture, Capabilities, and Societal Impact
Large Language Models (LLMs) are neural networks with billions to trillions of parameters, trained on massive text corpora to predict the next token in a sequence. Built on the transformer architecture introduced by Vasw
large language models
LLM
GPT
transformer
BERT
natural language processing
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