Paper list link: https://github.com/Furyton/awesome-language-model-analysisAbout: 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.
This paper list is now actively maintained. Some topics in this paper list, e.g., representational capacity, training dynamics, generalization, etc., are rarely covered in other collections.
Hannibal046
commented
2 months ago
Paper list link: https://github.com/Furyton/awesome-language-model-analysis About: 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.
This paper list is now actively maintained. Some topics in this paper list, e.g., representational capacity, training dynamics, generalization, etc., are rarely covered in other collections.
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