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text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP 2022
Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022
FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification EMNLP 2022
Open World Classification with Adaptive Negative Samples EMNLP 2022
Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification NIPS 2022
Quantifying Discourse Support for Omitted Pronouns COLING 2022
Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models AAAI 2022
BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022
Investigations of Performance and Bias in Human-AI Teamwork in Hiring AAAI 2022
Sentiment and Emotion-Aware Multi-Modal Complaint Identification AAAI 2022
Geotagging Social Media Posts to Landmarks Using Hierarchical BERT (Student Abstract) AAAI 2022
Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) AAAI 2022
Predicting the Influence of Fake and Real News Spreaders (Student Abstract) AAAI 2022
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization ACL 2022
Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning ACL 2022
Measuring Fairness of Text Classifiers via Prediction Sensitivity ACL 2022
Cluster & Tune: Boost Cold Start Performance in Text Classification ACL 2022
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? ACL 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity ACL 2022
Few-Shot Learning with Siamese Networks and Label Tuning ACL 2022
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning ACL 2022
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers ACL 2022
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ACL 2022
Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks ACL 2022