arXiv Artificial IntelligenceFBHM: Functional Benchmarking and Steering of VLMs for Hateful Meme Detection
arXiv:2605.31349v2 Announce Type: replace-cross Abstract: Hateful meme detection remains a formidable…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceExploring Autonomous Agentic Data Engineering for Model Specialization
arXiv:2605.30407v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have demonstrated…
arXiv Artificial IntelligenceLaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training
arXiv:2605.29888v2 Announce Type: replace-cross Abstract: Reinforcement learning (RL) post-training has shown…
arXiv Artificial IntelligenceHow Coding Agents Fail Their Users: A Large-Scale Analysis of Developer-Agent Misalignment in 20,574 Real-World Sessions
arXiv:2605.29442v2 Announce Type: replace-cross Abstract: AI coding agents increasingly act directly within…
arXiv Artificial IntelligenceRelevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents
arXiv:2605.29224v2 Announce Type: replace-cross Abstract: AI agents augment large language models with…
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…
arXiv 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…
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