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Text Classification

6754 directly classified papers

Papers per year

Papers

HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025
“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025
STaR-SQL: Self-Taught Reasoner for Text-to-SQL ACL 2025
Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights ACL 2025
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025
On Many-Shot In-Context Learning for Long-Context Evaluation ACL 2025
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025
Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025
Do Language Models Understand Honorific Systems in Javanese? ACL 2025
Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025
Mixture of Small and Large Models for Chinese Spelling Check ACL 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025
Bilingual Zero-Shot Stance Detection ACL 2025
ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries ACL 2025
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings ACL 2025
Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025
Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025
𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ACL 2025
“The Facts Speak for Themselves”: GPT and Fallacy Classification ACL 2025
Argumentative Fallacy Detection in Political Debates ACL 2025