← Applications
Natural Language Processing › Applications ›

Text Classification

6754 directly classified papers

Papers per year

Papers

Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025
Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification COLING 2025
byteSizedLLM@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Dravidian Languages Using XLM-RoBERTa and Attention-BiLSTM NAACL 2025
Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025
Revisiting Implicitly Abusive Language Detection: Evaluating LLMs in Zero-Shot and Few-Shot Settings COLING 2025
DefVerify: Do Hate Speech Models Reflect Their Dataset’s Definition? COLING 2025
Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment EMNLP 2025
Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025
On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025
Natural Language Inference Fine-tuning for Scientific Hallucination Detection ACL 2025
White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ACL 2025
Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025
TEXT-CAKE: Challenging Language Models on Local Text Coherence COLING 2025
Native Design Bias: Studying the Impact of English Nativeness on Language Model Performance IJCNLP 2025
GRASP-ChoQ: Knowledge Graph-Based Retrieval Augmentation for Stance Detection in Political Texts with Chain-of-Questions Reasoning IJCNLP 2025
“The dentist is an involved parent, the bartender is not”: Revealing Implicit Biases in QA with Implicit BBQ IJCNLP 2025
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore COLING 2025
CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025
Linguistic Features Extracted by GPT-4 Improve Alzheimer’s Disease Detection based on Spontaneous Speech COLING 2025
Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025
TripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News Detection ACL 2025
Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025
NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers COLING 2025
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025