新闻
False Sense of Security: Why Probing-based Malicious Input Detection Fails to Generalize
arXiv:2509.03888v1 Announce Type: new Abstract: Large Language Models (LLMs) can comply with harmful instructions, raising...
Falcon: A Comprehensive Chinese Text-to-SQL Benchmark for Enterprise-Grade Evaluation
arXiv:2510.24762v1 Announce Type: new Abstract: We introduce Falcon, a cross-domain Chinese text-to-SQL benchmark grounded in...
FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge
arXiv:2502.19207v2 Announce Type: replace Abstract: Various studies have attempted to remove sensitive or private knowledge...
Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval Augmented Generation
arXiv:2505.21072v5 Announce Type: replace Abstract: Large Language Models (LLMs) enhanced with retrieval, an approach known...
Faithfulness metric fusion: Improving the evaluation of LLM trustworthiness across domains
arXiv:2512.05700v1 Announce Type: new Abstract: We present a methodology for improving the accuracy of faithfulness...
FAIRChem v2 UMA for Multidomain Atomistic Simulation across Molecules, Catalysts, Materials, Vibrations, and Molecular Dynamics
In this tutorial, we explore FAIRChem v2 and the UMA universal machine-learning interatomic potential as...
Fair-GPTQ: Bias-Aware Quantization for Large Language Models
arXiv:2509.15206v1 Announce Type: new Abstract: High memory demands of generative language models have drawn attention...
Fair Text Classification via Transferable Representations
arXiv:2503.07691v2 Announce Type: replace-cross Abstract: Group fairness is a central research topic in text classification...
Failure by Interference: Language Models Make Balanced Parentheses Errors When Faulty Mechanisms Overshadow Sound Ones
arXiv:2507.00322v1 Announce Type: new Abstract: Despite remarkable advances in coding capabilities, language models (LMs) still...
External Hippocampus: Topological Cognitive Maps for Guiding Large Language Model Reasoning
arXiv:2512.18190v1 Announce Type: cross Abstract: This paper proposes the External Hippocampus framework, which models language...
Exploring the Influence of Relevant Knowledge for Natural Language Generation Interpretability
arXiv:2510.24179v1 Announce Type: new Abstract: This paper explores the influence of external knowledge integration in...
Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop
arXiv:2405.17998v2 Announce Type: replace-cross Abstract: Recommender systems are essential for information access, allowing users to...
