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Text Classification

6,754 papers

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Papers

FANG-COVID: A New Large-Scale Benchmark Dataset for Fake News Detection in German EMNLP 2021
Are BERTs Sensitive to Native Interference in L2 Production? EMNLP 2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics EMNLP 2021
Challenging the Semi-Supervised VAE Framework for Text Classification EMNLP 2021
Active Learning for Argument Strength Estimation EMNLP 2021
The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021
Emotion Classification in German Plays with Transformer-based Language Models Pretrained on Historical and Contemporary Language EMNLP 2021
Automating the Detection of Poetic Features: The Limerick as Model Organism EMNLP 2021
Data-Driven Detection of General Chiasmi Using Lexical and Semantic Features EMNLP 2021
‘Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s ‘Decameron’ EMNLP 2021
WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover’s Distance in Sociocultural Analysis EMNLP 2021
Period Classification in Chinese Historical Texts EMNLP 2021
A Mixed-Methods Analysis of Western and Hong Kong–based Reporting on the 2019–2020 Protests EMNLP 2021
Stylometric Literariness Classification: the Case of Stephen King EMNLP 2021
[RETRACTED] DMix: Distance Constrained Interpolative Mixup EMNLP 2021
A Corpus for Multilingual Analysis of Online Terms of Service EMNLP 2021
Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark EMNLP 2021
A Multilingual Approach to Identify and Classify Exceptional Measures against COVID-19 EMNLP 2021
Multi-granular Legal Topic Classification on Greek Legislation EMNLP 2021
Machine Extraction of Tax Laws from Legislative Texts EMNLP 2021
jurBERT: A Romanian BERT Model for Legal Judgement Prediction EMNLP 2021
JuriBERT: A Masked-Language Model Adaptation for French Legal Text EMNLP 2021
Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021
Automating Claim Construction in Patent Applications: The CMUmine Dataset EMNLP 2021
Effectively Leveraging BERT for Legal Document Classification EMNLP 2021