…This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API Attribute-Based Diagnosis of…
…This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API SafeTune: Mitigating Data Poisoning…
…Scaling Direct Corpus Interaction via Dynamic Workspace Expansion . 🚀 The Idea: Instead of forcing agents to run terminal commands over the full corpus, DR-DCI uses retrieval as an agent-callable action to…
…The idea that current token reduction methods are too aggressive by permanently discarding visual information makes a lot of sense, especially since token importance seems to shift as you go deeper into…
…It supports the idea that simple one-shot retrieval is not enough for broad or multi-hop tasks. This is an automated message from the Librarian Bot . I found the following papers…
…the core idea that really sticks is target decoupling: keep multi-timescale predictions on the critic for auxiliary representation learning, while the actor updates are driven only by long-horizon advantages. this…
…let us know if you see any other unexpected behavior! It is a very cool Idea, I have converted your JavaScript version to Python, It is a simple Loop + LiteLLM + MCP + Hook…
…The core idea is simple: Instead of committing to every generated token, the model learns a token-level revision policy: ✅ Keep reliable tokens 🟨 Re-mask uncertain or wrong tokens ✨ Reveal better…
…There seems to be a lot of shared ground between the two approaches (synthetic data for faithfulness, abstention/grounding), and possibly complementary ideas (your citation-anchored traces + small-model specialization vs. our…
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