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Text Classification

6,754 papers

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Papers

Constructing a Psychometric Testbed for Fair Natural Language Processing EMNLP 2021
Context-Aware Interaction Network for Question Matching EMNLP 2021
Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language EMNLP 2021
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification EMNLP 2021
Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection EMNLP 2021
Lying Through One’s Teeth: A Study on Verbal Leakage Cues EMNLP 2021
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts EMNLP 2021
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021
Text Counterfactuals via Latent Optimization and Shapley-Guided Search EMNLP 2021
Instance-adaptive training with noise-robust losses against noisy labels EMNLP 2021
Continual Few-Shot Learning for Text Classification EMNLP 2021
Gradient-based Adversarial Attacks against Text Transformers EMNLP 2021
Good-Enough Example Extrapolation EMNLP 2021
Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021
Detecting Health Advice in Medical Research Literature EMNLP 2021
A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading EMNLP 2021
Improving Stance Detection with Multi-Dataset Learning and Knowledge Distillation EMNLP 2021
Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video EMNLP 2021
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer EMNLP 2021
Tribrid: Stance Classification with Neural Inconsistency Detection EMNLP 2021
SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis EMNLP 2021
I Wish I Would Have Loved This One, But I Didn’t – A Multilingual Dataset for Counterfactual Detection in Product Review EMNLP 2021
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework EMNLP 2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics EMNLP 2021
ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI EMNLP 2021