Text Classification

Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021 ACL 2021 Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckList ACL 2021 Fine-tuning BERT to classify COVID19 tweets containing symptoms NAACL 2021 Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021 Flamingos and Hedgehogs in the Croquet-Ground: Teaching Evaluation of NLP Systems for Undergraduate Students NAACL 2021 Flesch-Kincaid is Not a Text Simplification Evaluation Metric ACL 2021 FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks EMNLP 2021 FPAI at SemEval-2021 Task 6: BERT-MRC for Propaganda Techniques Detection SemEval 2021 From None to Severe: Predicting Severity in Movie Scripts EMNLP 2021 From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021 GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil EACL 2021 Gender Bias in Text: Origin, Taxonomy, and Implications ACL 2021 Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics EMNLP 2021 Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection AAAI 2021 GEPSA, a tool for monitoring social challenges in digital press EACL 2021 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors EMNLP 2021 GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation EMNLP 2021 Good-Enough Example Extrapolation EMNLP 2021 Google-trickers, Yaminjeongeum, and Leetspeak: An Empirical Taxonomy for Intentionally Noisy User-Generated Text EMNLP 2021 GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation EMNLP 2021 Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation NeurIPS 2021 Gradient-based Adversarial Attacks against Text Transformers EMNLP 2021 Grammatical Error Correction with Contrastive Learning in Low Error Density Domains EMNLP 2021 Guiding Principles for Participatory Design-inspired Natural Language Processing ACL 2021 Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use AAAI 2021