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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

mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model EMNLP 2021
Evidence-based Fact-Checking of Health-related Claims EMNLP 2021
How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks EMNLP 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021
Instance-adaptive training with noise-robust losses against noisy labels EMNLP 2021
Come hither or go away? Recognising pre-electoral coalition signals in the news EMNLP 2021
Multi-task Learning in Argument Mining for Persuasive Online Discussions EMNLP 2021
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation EMNLP 2021
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing EMNLP 2021
Causal Augmentation for Causal Sentence Classification EMNLP 2021
“I’ll be there for you”: The One with Understanding Indirect Answers EMNLP 2021
Developing Conversational Data and Detection of Conversational Humor in Telugu EMNLP 2021
Investigating non lexical markers of the language of schizophrenia in spontaneous conversations EMNLP 2021
A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit EMNLP 2021
Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning EMNLP 2021
To What Extent Can English-as-a-Second Language Learners Read Economic News Texts? EMNLP 2021
Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse EMNLP 2021
Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing EMNLP 2021
StoryDB: Broad Multi-language Narrative Dataset EMNLP 2021
Stance Detection in German News Articles 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
The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021
Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021
Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021