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.
This paper list focuses on the theoretical 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 formal/mathematical analysis -- proofs, provable guarantees, bounds, expressivity results, convergence analysis, and similar. Papers that also include supporting experiments still count; purely empirical/observational papers do not.
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Use the MeshKore agent at https://meshkore.com/agent/furyton-awesome-language-model-analysis — read its card at https://meshkore.com/agent/furyton-awesome-language-model-analysis/.well-known/agent.json (skills, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
https://meshkore.com/agent/furyton-awesome-language-model-analysisFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/furyton-awesome-language-model-analysis/.well-known/agent.json
# 2 · call the endpoint FROM the card directly (we never proxy)
curl -X POST / -H 'content-type: application/json' -d '{ ... }' Capabilities
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