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Classification

15289 directly classified papers

Papers per year

Papers

ForgDiffuser: General Image Forgery Localization with Diffusion Models IJCAI 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025
Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning IJCAI 2025
Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction MLHC 2025
Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025
Sparse SVM with Hard-Margin Loss: a Newton-Augmented Lagrangian Method in Reduced Dimensions JMLR 2025
Classification in the high dimensional Anisotropic mixture framework: A new take on Robust Interpolation JMLR 2025
Minimax Optimal Deep Neural Network Classifiers Under Smooth Decision Boundary JMLR 2025
Are Ensembles Getting Better All the Time? JMLR 2025
Sparse Semiparametric Discriminant Analysis for High-dimensional Zero-inflated Data JMLR 2025
A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning JMLR 2025
Gradient Equilibrium in Online Learning: Theory and Applications JMLR 2025
Binary Classifier Optimization for Large Language Model Alignment ACL 2025
Mitigating Selection Bias with Node Pruning and Auxiliary Options ACL 2025
Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats ACL 2025
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes ACL 2025
Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration? ACL 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025
XDAC: XAI-Driven Detection and Attribution of LLM-Generated News Comments in Korean ACL 2025
Towards Debiased Generalized Category Discovery IJCAI 2025
Learning Accurate and Interpretable Decision Trees (Extended Abstract) IJCAI 2025
Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild IJCAI 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025