conftrace_

safety classification

11 papers

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Co-occurring keywords · papers mentioning both

large language model (3) text classification (3) unsafe content detection (2) ai safety (2) content moderation (2) benchmark evaluation (2) safety awareness (1) visual contrastive decoding (1) vision-language integration (1) llm output (1)

Papers

A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification ACL 2026 Safe-Unsafe Concept Separation Emerges from a Single Direction in Language Models Activation Space EACL 2026 Tracing Logit Trajectories Across Layer Depth: Dataset-Level Explainability for Language Models ACL 2026 AID: Adaptive Integration of Detectors for Safe AI with Language Models NAACL 2025 Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025 Hyperbolic Safety-Aware Vision-Language Models CVPR 2025 LionGuard: A Contextualized Moderation Classifier to Tackle Localized Unsafe Content COLING 2025 PL-Guard: Benchmarking Language Model Safety for Polish ACL 2025 ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails ACL 2025 Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders ACL 2024 Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI ACL 2023