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text classification

6793 papers

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TC

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large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

Automatic Identification of COVID-19-Related Conspiracy Narratives in German Telegram Channels and Chats COLING 2024
C-Journal: A Journaling Application for Detecting and Classifying Cognitive Distortions Using Deep-Learning Based on a Crowd-sourced Dataset COLING 2024
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024
DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ACL 2024
Arabic Synonym BERT-based Adversarial Examples for Text Classification EACL 2024
Language Identification of Philippine Creole Spanish: Discriminating Chavacano From Related Languages NAACL 2024
KEC_HAWKS@DravidianLangTech 2024 : Detecting Malayalam Fake News using Machine Learning Models EACL 2024
SM-FEEL-BG - the First Bulgarian Datasets and Classifiers for Detecting Feelings, Emotions, and Sentiments of Bulgarian Social Media Text COLING 2024
Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs ACL 2024
Temporal Validity Change Prediction ACL 2024
Analyzing Large Language Models’ Capability in Location Prediction COLING 2024
A Natural Approach for Synthetic Short-Form Text Analysis COLING 2024
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond EACL 2024
Computational Modelling of Plurality and Definiteness in Chinese Noun Phrases COLING 2024
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024
Binary_Beasts@DravidianLangTech-EACL 2024: Multimodal Abusive Language Detection in Tamil based on Integrated Approach of Machine Learning and Deep Learning Techniques EACL 2024
PEACH: Pretrained-Embedding Explanation across Contextual and Hierarchical Structure IJCAI 2024
An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition COLING 2024
USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings NAACL 2024
VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024
Ensemble-based Multilingual Euphemism Detection: a Behavior-Guided Approach NAACL 2024
Team Unibuc - NLP at SemEval-2024 Task 8: Transformer and Hybrid Deep Learning Based Models for Machine-Generated Text Detection NAACL 2024
Detecting Perspective-Getting in Wikipedia Discussions NAACL 2024
Don’t be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks NAACL 2024
Instruction-following Evaluation through Verbalizer Manipulation NAACL 2024