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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

Multimodal Categorization of Crisis Events in Social Media CVPR 2020
Task-oriented Domain-specific Meta-Embedding for Text Classification EMNLP 2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings EMNLP 2020
BAE: BERT-based Adversarial Examples for Text Classification EMNLP 2020
Less is More: Attention Supervision with Counterfactuals for Text Classification EMNLP 2020
HABERTOR: An Efficient and Effective Deep Hatespeech Detector EMNLP 2020
On the importance of pre-training data volume for compact language models EMNLP 2020
Exploring and Predicting Transferability across NLP Tasks EMNLP 2020
Cold-start Active Learning through Self-supervised Language Modeling EMNLP 2020
Active Learning for BERT: An Empirical Study EMNLP 2020
META: Metadata-Empowered Weak Supervision for Text Classification EMNLP 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020
BERTweet: A pre-trained language model for English Tweets EMNLP 2020
Identifying Spurious Correlations for Robust Text Classification EMNLP 2020
A Semantics-based Approach to Disclosure Classification in User-Generated Online Content EMNLP 2020
Exploring Coreference Features in Heterogeneous Data EMNLP 2020
Making the Best Use of Review Summary for Sentiment Analysis COLING 2020
Uncertainty-aware Self-training for Few-shot Text Classification NIPS 2020
CogLTX: Applying BERT to Long Texts NIPS 2020
Unsupervised Data Augmentation for Consistency Training NIPS 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing NIPS 2020
A Novel Hierarchical BERT Architecture for Sarcasm Detection ACL 2020
Sarcasm Identification and Detection in Conversion Context using BERT ACL 2020
Linguistic Features for Readability Assessment ACL 2020
Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions ACL 2020