Neural Language Models
PulseAugur coverage of Neural Language Models — every cluster mentioning Neural Language Models across labs, papers, and developer communities, ranked by signal.
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New research highlights LM head as a major gradient bottleneck
A new paper from arXiv, "Lost in Backpropagation: The LM Head is a Gradient Bottleneck," reveals that the final layer of language models, responsible for projecting features to vocabulary logits, acts as a significant o…
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Neural language models learn abstract patterns first, study finds
A new study proposes a developmental approach to understand how neural language models learn statistical patterns. Researchers trained Generative Transformer models on a synthetic grammar, saving model states at various…
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Study: Spoken language, not just child-directed, aids verb learning
Researchers used neural language models to investigate whether child-directed language (CDL) is optimized for word learning. By training models on CDL versus adult-directed language (ADL) and manipulating syntactic or l…