conftrace_

model capability

4 papers

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Co-occurring keywords · papers mentioning both

large language model (3) multi-llm routing (1) cold-start scenario (1) malicious fine-tuning (1) structured evaluation (1) model assessment (1) model defense (1) interpretable routing (1) capability degradation (1) harmful instruction (1)

Papers

IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ACL 2025 SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025 I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024 StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 2024