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I’m excited to present two papers at NAACL 2025: “CoRAG: Collaborative Retrieval-Augmented Generation” and “Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models”, with the latter also featuring an oral presentation at the TrustNLP Workshop.