29 citations · 33 across the 5 of their papers we have counts for
3 papers · 1 filter
Resisting Harmful Instructions through Training-Free Weight Editing
Ali Ebrahimpour-Boroojeny, Xiaocong Yang, Samuel Schapiro +4
Instruction-following language models can comply with requests that conflict with intended behaviors and safety alignment. We introduce a training-free weight-editing approach for…
Skip the Compressor: Coding Agents Fix More Issues When They Pick Whole Files
Xiaocong Yang, Rishit Chatterjee, Himanshu Udupi +2
A coding agent works on repositories that can be far larger than its context window can hold. Prompt compressors and retrievers offer solutions to this problem, but patching an iss…
LLM2IR: simple unsupervised contrastive learning makes long-context LLM great retriever
Xiaocong Yang
Modern dense information retrieval (IR) models usually rely on costly large-scale pretraining. In this paper, we introduce LLM2IR, an efficient unsupervised contrastive learning fr…