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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

Media Attitude Detection via Framing Analysis with Events and their Relations EMNLP 2024
ToxiCloakCN: Evaluating Robustness of Offensive Language Detection in Chinese with Cloaking Perturbations EMNLP 2024
Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates EMNLP 2024
The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification NAACL 2024
VI-OOD: A Unified Framework of Representation Learning for Textual Out-of-distribution Detection COLING 2024
JusticeLeague at FIGNEWS 2024 Shared Task: Innovations in Bias Annotation ACL 2024
The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse EMNLP 2024
On the Interplay between Fairness and Explainability NAACL 2024
Moral Disagreement over Serious Matters: Discovering the Knowledge Hidden in the Perspectives COLING 2024
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models EMNLP 2024
Exploring the Suitability of Transformer Models to Analyse Mental Health Peer Support Forum Data for a Realist Evaluation COLING 2024
DALD: Improving Logits-based Detector without Logits from Black-box LLMs NIPS 2024
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation NAACL 2024
Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions EMNLP 2024
Incubating Text Classifiers Following User Instruction with Nothing but LLM EMNLP 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information EMNLP 2024
Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024
A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter ACL 2024
A Strategy Labelled Dataset of Counterspeech NAACL 2024
Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors EACL 2024
Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at Scale EMNLP 2024
Subjective Isms? On the Danger of Conflating Hate and Offence in Abusive Language Detection NAACL 2024
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction EMNLP 2024
Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024