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15289 directly classified papers

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Papers

SEPS: A Separability Measure for Robust Unlearning in LLMs EMNLP 2025
Detecting Manipulation in Ukrainian Telegram: A Transformer-Based Approach to Technique Classification and Span Identification ACL 2025
HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification EMNLP 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025
Local Dense Logit Relations for Enhanced Knowledge Distillation ICCV 2025
PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes EMNLP 2025
SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection EMNLP 2025
MuseScorer: Idea Originality Scoring At Scale EMNLP 2025
Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs EMNLP 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025
HalluCounter: Reference-free LLM Hallucination Detection in the Wild! IJCNLP 2025
DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025
Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach IJCNLP 2025
Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection IJCNLP 2025
Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements EMNLP 2025
Leveraging NTPs for Efficient Hallucination Detection in VLMs IJCNLP 2025
ForgDiffuser: General Image Forgery Localization with Diffusion Models IJCAI 2025
NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration IJCAI 2025
NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025
Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025
Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint IJCAI 2025
An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025
Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025
In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search AAAI 2025