Anlı
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New research reveals bias in AI decision models' use of scales
A new research paper identifies an "ordinal scale-utilization bias" in direct-decision models, where models like JEV and KEV fail to fully utilize the provided ordinal scales for classification and evaluation. Despite h…
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New GRPO method trains NLI models without human labels
Researchers have developed a new method for training Natural Language Inference (NLI) models using Group Relative Policy Optimization (GRPO), a reinforcement learning approach. This technique eliminates the need for hum…
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New method generates commonsense axioms for NLI tasks, boosting LLM accuracy
Researchers have developed a method to generate commonsense knowledge axioms for Natural Language Inference (NLI) tasks, evaluating their effectiveness using LLMs like Llama 3.1 70B and GPT-OSS 120B. A novel reference-f…