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Classification

1251 directly classified papers

Papers per year

Papers

Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions EMNLP 2022
Open World Classification with Adaptive Negative Samples EMNLP 2022
PreQuEL: Quality Estimation of Machine Translation Outputs in Advance EMNLP 2022
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering EMNLP 2022
CEFR-Based Sentence Difficulty Annotation and Assessment EMNLP 2022
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping EMNLP 2022
Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset EMNLP 2022
Disentangling Indirect Answers to Yes-No Questions in Real Conversations NAACL 2022
The Implicit Bias of Benign Overfitting COLT 2022
MultiSpanQA: A Dataset for Multi-Span Question Answering NAACL 2022
Debiased Learning From Naturally Imbalanced Pseudo-Labels CVPR 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text ACL 2022
How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection ACL 2022
SepLL: Separating Latent Class Labels from Weak Supervision Noise EMNLP 2022
Deepfake Network Architecture Attribution AAAI 2022
UniCon: Combating Label Noise Through Uniform Selection and Contrastive Learning CVPR 2022
DepressionOne@LT-EDI-ACL2022: Using Machine Learning with SMOTE and Random UnderSampling to Detect Signs of Depression on Social Media Text. ACL 2022
Automatic Detection of Borrowings in Low-Resource Languages of the Caucasus: Andic branch COLING 2022
Extracting a Knowledge Base of COVID-19 Events from Social Media COLING 2022
Evons: A Dataset for Fake and Real News Virality Analysis and Prediction COLING 2022
Label Smoothing for Text Mining COLING 2022
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers CVPR 2022
Director: Generator-Classifiers For Supervised Language Modeling AACL 2022
SNaC: Coherence Error Detection for Narrative Summarization EMNLP 2022