Tag: auditory large language models
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OPT-BENCH: Quality-Aware RL for NP-Hard Optimization in LLMs
Discover OPT-BENCH, a quality-aware reinforcement learning framework boosting LLMs' success in NP-hard optimization with superior solution quality.
OPT-BENCH: Benchmarking Self-Optimization in LLM Agents
Discover OPT-BENCH, a new benchmark evaluating how Large Language Models self-optimize in large-scale search spaces through iterative learning.
EnvTrustBench: Benchmarking Evidence-Grounding Defects in LLMs
Discover EnvTrustBench, a framework to benchmark and reduce evidence-grounding defects in LLM agents caused by overtrusting environmental evidence.
TRACE: Improved Credit Assignment for Multi-Turn Jailbreaking
Discover TRACE, a novel framework enhancing credit assignment in multi-turn jailbreaking, boosting attack success and defense in large language models.
Mixed-Policy Distillation for Efficient AI Reasoning
Discover how Mixed-Policy Distillation compresses reasoning in AI models, reducing token use and boosting efficiency in large language models.