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Classification

477 directly classified papers

Papers per year

Papers

Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection 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
Exploring Diverse Representations for Open Set Recognition AAAI 2024
Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection AAAI 2024
Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification ACL 2024
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing AAAI 2024
Video Recognition in Portrait Mode CVPR 2024
Digital Twin-Driven Teat Localization and Shape Identification for Dairy Cow (Student Abstract) AAAI 2024
The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024
Computational Meme Understanding: A Survey EMNLP 2024
DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection NIPS 2024
How many classifiers do we need? NIPS 2024
Transformer-based Hebrew NLP models for Short Answer Scoring in Biology ACL 2023
On the Zero-Shot Generalization of Machine-Generated Text Detectors EMNLP 2023
“Geen makkie”: Interpretable Classification and Simplification of Dutch Text Complexity ACL 2023
TalkUp: Paving the Way for Understanding Empowering Language EMNLP 2023
A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023
Rethinking Document-Level Relation Extraction: A Reality Check ACL 2023
Optimizing Test-Time Query Representations for Dense Retrieval ACL 2023
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization ACL 2023
Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ACL 2023
T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics EMNLP 2023