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Classification

477 directly classified papers

Papers per year

Papers

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
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing AAAI 2024
Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features EMNLP 2024
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024
Towards Fairer Centroids in K-means Clustering AAAI 2024
A Wireframe-Based Approach for Classifying and Acquiring Proficiency in the American Sign Language (Student Abstract) AAAI 2024
Linear Layer Extrapolation for Fine-Grained Emotion Classification EMNLP 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024
Probing the Uniquely Identifiable Linguistic Patterns of Conversational AI Agents ACL 2024
Exploring Diverse Representations for Open Set Recognition AAAI 2024
Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification ACL 2024
Digital Twin-Driven Teat Localization and Shape Identification for Dairy Cow (Student Abstract) AAAI 2024
Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection AAAI 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation EMNLP 2024
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 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
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024
The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024
MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024
Supervised Anomaly Detection for Complex Industrial Images CVPR 2024
SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024
Fine-grained Classification of Circumstantial Meanings within the Prague Dependency Treebank Annotation Scheme COLING 2024
Video Recognition in Portrait Mode CVPR 2024