repoGitHubTrust 82 · PrimaryPublished 3d agoLive · 2h ago
Furyton/awesome-language-model-analysis
This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning behavior, generalization ability, and other properties of language models through theoretical analysis, empirical analysis, or a combination of both.
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Paper → model → repo connections mined from source citations (Tier-1 exact match).
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paperProduction and Perception in LLMs: A Token Probability ApproachnewsLarge Language Models Explained: How LLMs Actually Work and Who Builds the Biggest Ones - SQ Magazineglossary_termTransformernewsThe Large Language Model (LLM) understands the world through human texts. A world model is needed f.. - 매일경제paperFrom Expressivity to Sample Complexity: Narrow Teachers for Transformers via C-RASPpaperCreativity, honesty and designed forgetting emerge in small hyperbolic language modelsnewsLarge Language Models Are Still Getting Stronger, but Researchers Face New Bottlenecks in Data, Evaluation, and Safety | Newswise - NewswisenewsBook Review: Domain-Specific Small Language Models by Guglielmo IozziapaperUnderstanding Large Language ModelspaperFrom Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyond