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Text Classification

6754 directly classified papers

Papers per year

Papers

Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025
ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025
Applying the Character-Role Narrative Framework with LLMs to Investigate Environmental Narratives in Scientific Editorials and Tweets ACL 2025
Judging It, Washing It: Scoring and Greenwashing Corporate Climate Disclosures using Large Language Models ACL 2025
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025
Empowering Persuasion Detection in Slavic Texts through Two-Stage Generative Reasoning ACL 2025
REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025
PL-Guard: Benchmarking Language Model Safety for Polish ACL 2025
Few-Shot Prompting, Full-Scale Confusion: Evaluating Large Language Models for Humor Detection in Croatian Tweets ACL 2025
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025
Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025
NLIP at BEA 2025 Shared Task: Evaluation of Pedagogical Ability of AI Tutors ACL 2025
TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025
LexiLogic at BEA 2025 Shared Task: Fine-tuning Transformer Language Models for the Pedagogical Skill Evaluation of LLM-based tutors ACL 2025
Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025
End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models ACL 2025
Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025
Exploring task formulation strategies to evaluate the coherence of classroom discussions with GPT-4o ACL 2025
Down the Cascades of Omethi: Hierarchical Automatic Scoring in Large-Scale Assessments ACL 2025
Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025
LLM-based post-editing as reference-free GEC evaluation ACL 2025
Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios ACL 2025
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025
Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 2025