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Text Classification

6754 directly classified papers

Papers per year

Papers

LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation ACL 2025
On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025
Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025
Which Demographics do LLMs Default to During Annotation? ACL 2025
LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025
Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025
DefVerify: Do Hate Speech Models Reflect Their Dataset’s Definition? COLING 2025
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025
CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025
Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025
Linguistic Features Extracted by GPT-4 Improve Alzheimer’s Disease Detection based on Spontaneous Speech COLING 2025
Few-Shot Prompting, Full-Scale Confusion: Evaluating Large Language Models for Humor Detection in Croatian Tweets ACL 2025
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? 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 Detection to Explanation: Effective Learning Strategies for LLMs in Online Abusive Language Research COLING 2025
Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025
Native Design Bias: Studying the Impact of English Nativeness on Language Model Performance IJCNLP 2025
Analysis of LLM as a grammatical feature tagger for African American English NAACL 2025
MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark ACL 2025
Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025
Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models IJCNLP 2025
MTQ-Eval: Multilingual Text Quality Evaluation for Language Models IJCNLP 2025
“Whose Side Are You On?” Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection IJCNLP 2025