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Text Classification

6754 directly classified papers

Papers per year

Papers

Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
Reproducing the Argument Quality Prediction of Project Debater ACL 2025
Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation ACL 2025
A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents ACL 2025
Argumentative Analysis of Legal Rulings: A Structured Framework Using Bobbitt’s Typology ACL 2025
Exploring LLM Priming Strategies for Few-Shot Stance Classification ACL 2025
Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025
Span Labeling with Large Language Models: Shell vs. Meat ACL 2025
Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025
Standard Quality Criteria Derived from Current NLP Evaluations for Guiding Evaluation Design and Grounding Comparability and AI Compliance Assessments ACL 2025
TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating ACL 2025
TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025
Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of NLP Venues ACL 2025
ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025
When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025
Towards Explainable Hate Speech Detection ACL 2025
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025
LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews ACL 2025
Detection of Human and Machine-Authored Fake News in Urdu ACL 2025
Do Large Language Models have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs ACL 2025
Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025
ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification ACL 2025
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025
Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine ACL 2025
Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats ACL 2025