🏢 IBM Research

JuStRank: LLM system ranker benchmark reveals critical judge qualities (decisiveness, bias) impacting ranking accuracy, highlighting instance-level performance doesn’t guarantee accurate system-level…

Granite Guardian: Open-source risk detection models for LLMs, surpassing existing models in accuracy and offering comprehensive coverage across multiple risk dimensions, promoting safer AI.

DELIFT: Data Efficient Language Model Instruction Fine-Tuning, drastically reduces the data needed for effective LLM fine-tuning without sacrificing performance.