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Classification

477 directly classified papers

Papers per year

Papers

AlignTree: Efficient Defense Against LLM Jailbreak Attacks AAAI 2026
WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models ACL 2025
RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition AAAI 2025
PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025
Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor AAAI 2025
“My life is miserable, have to sign 500 autographs everyday”: Exposing Humblebragging, the Brags in Disguise ACL 2025
Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025
3SAT: A Simple Self-Supervised Adversarial Training Framework AAAI 2025
Hierarchical Bracketing Encodings for Dependency Parsing as Tagging ACL 2025
XDAC: XAI-Driven Detection and Attribution of LLM-Generated News Comments in Korean ACL 2025
Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification AAAI 2025
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition AAAI 2025
Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning AAAI 2025
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts ACL 2025
WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection AAAI 2025
Cluster-guided Contrastive Class-imbalanced Graph Classification AAAI 2025
Common Sense Bias Modeling for Classification Tasks AAAI 2025
Learning to Rewrite: Generalized LLM-Generated Text Detection ACL 2025
Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025
Déjà Vu? Decoding Repeated Reading from Eye Movements ACL 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025
MI-CAPTCHA: Enhance the Security of CAPTCHA Using Mooney Images AAAI 2025
Adaptive Decision Boundary for Few-Shot Class-Incremental Learning AAAI 2025
LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025