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Classification

482 papers

Papers per year

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Papers

SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024
Video Recognition in Portrait Mode CVPR 2024
MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method EMNLP 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024
The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024
Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features EMNLP 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation EMNLP 2024
Linear Layer Extrapolation for Fine-Grained Emotion Classification EMNLP 2024
Computational Meme Understanding: A Survey EMNLP 2024
A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024
Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests EMNLP 2024
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 2024
Multi-Loss Fusion: Angular and Contrastive Integration for Machine-Generated Text Detection EMNLP 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024
Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024
Large Language Models for Propaganda Span Annotation EMNLP 2024
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images NIPS 2023
Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels NIPS 2023
Differentially Private Image Classification by Learning Priors from Random Processes NIPS 2023
Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition AAAI 2023
Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning AAAI 2023