arXiv Artificial IntelligenceOISD: On-Policy Internal Self-Distillation of Language Models
arXiv:2605.29089v2 Announce Type: replace-cross Abstract: Recent reinforcement learning (RL) post-training…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceReverse Probing: Supervised Token-level Uncertainty Quantification for Large Language Models in Clinical Text
arXiv:2605.28740v2 Announce Type: replace-cross Abstract: As large language models are increasingly deployed…
arXiv Artificial IntelligenceBenGER: Benchmarking LLM Systems on Subsumption-Based Legal Reasoning in German Law
arXiv:2605.28183v4 Announce Type: replace-cross Abstract: We introduce BenGER (Benchmark for German Law), a…
arXiv Artificial IntelligenceExtracting Small Translation Specialists from LLMs by Aggressively Pruning Experts
arXiv:2605.28042v2 Announce Type: replace-cross Abstract: Modern large language models (LLMs) achieve…
arXiv Artificial IntelligenceIntegrated and Cross-Architecture Interpretation of LLM Reasoning
arXiv:2605.28006v2 Announce Type: replace-cross Abstract: Understanding how LLMs reason is hindered by a…
arXiv Artificial IntelligenceKVoiceBench, KOpenAudioBench, and KMMAU: Agent-Driven Korean Speech Benchmarks for Evaluating SpeechLMs
arXiv:2605.27984v2 Announce Type: replace-cross Abstract: Speech language models (SpeechLMs) have achieved…
arXiv Artificial IntelligenceSemantic Flow Regularization: Teaching LLMs to Generate Diverse Yet Coherent Responses
arXiv:2605.27971v2 Announce Type: replace-cross Abstract: When large language models are fine-tuned to…
arXiv Artificial IntelligenceLocality-Aware Redundancy Pruning for LLM Depth Compression
arXiv:2605.27786v3 Announce Type: replace-cross Abstract: Large language models are known to contain…
arXiv Artificial IntelligenceBIRDS: Characterizing and Understanding Biodiversity Impact of Large Language Model Serving
arXiv:2605.27480v3 Announce Type: replace-cross Abstract: Large language model (LLM) serving creates…
arXiv Artificial IntelligenceQUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents
arXiv:2605.27068v2 Announce Type: replace-cross Abstract: Social deduction games have become a popular…
arXiv Artificial IntelligenceMeasuring the Depth of LLM Unlearning via Activation Patching
arXiv:2605.24614v2 Announce Type: replace-cross Abstract: Large language model (LLM) unlearning has emerged…
arXiv Artificial IntelligenceMaking the Discrete Continuous: Synthetic RAW Augmentations for Fine-Grained Evaluation of Person Detection Performance in Low Light
arXiv:2605.22455v2 Announce Type: replace-cross Abstract: Real-world deployment of AI vision models is both…
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