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Text Classification

6754 directly classified papers

Papers per year

Papers

MSME: A Multi-Stage Multi-Expert Framework for Zero-Shot Stance Detection AAAI 2026
HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text Classification EACL 2026
SceneJailEval: A Scenario-Adaptive Multi-Dimensional Framework for Jailbreak Evaluation AAAI 2026
Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection AAAI 2026
Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models AAAI 2026
Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026
RetrySQL: Text-to-SQL Training with Retry Data for Self-Correcting Query Generation AAAI 2026
KPDM: Key Phrase Dynamic Masking for Robust Text-to-Image Person Retrieval AAAI 2026
RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue AAAI 2026
Bot Meets Shortcut: How Can LLMs Aid in Handling Unknown Invariance OOD Scenarios? AAAI 2026
VFCionX: Bridging Large and Small Models for Robust Vulnerability-Fixing Commit Identification AAAI 2026
PHPFND: Detecting Fake News via Post-Hoc Processing of LLMs Hallucination AAAI 2026
Does Question Really Matter? The Attribution of Answer Bias in LLM Evaluation AAAI 2026
The Relevance of Value Systems for Offensive Language Detection EACL 2026
MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes AAAI 2026
Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding AAAI 2026
MAGIC: Multi-Agent Argumentation and Grammar Integrated Critiquer AAAI 2026
Fine-tuning Zero-shot Large Language Models for Patient-reported Outcomes (Student Abstract) AAAI 2026
Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations AAAI 2026
HLPD: Aligning LLMs to Human Language Preference for Machine-Revised Text Detection AAAI 2026
Guided Perturbation Sensitivity (GPS): Detecting Adversarial Text via Embedding Stability and Word Importance AAAI 2026
Studying Expert-ese: Profiling and Classification of Domain-Specific Language Variation in Architecture with Traditional Machine Learning and LLMs EACL 2026
Speaking on Their Behalf: Detecting Indirect Speech in Historical Danish and Norwegian Texts EACL 2026
Grammatical Error Correction for Low-Resource Languages: The Case of Zarma EACL 2026
A Comprehensive Evaluation of Chain-of-Thought Faithfulness in Persian Classification Tasks EACL 2026