text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025

Enhancing Online Climate Discourse: A Two-Stage Framework for Climate Content Categorization and Moderation IJCAI 2025

EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs IJCAI 2025

SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention ACL 2025

Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification AAAI 2025

Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025

HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025

Investigating Methods for Mapping Learning Objectives to Bloom’s Revised Taxonomy in Course Descriptions for Higher Education ACL 2025

Advances in Auto-Grading with Large Language Models: A Cross-Disciplinary Survey ACL 2025

Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs ACL 2025

Down the Cascades of Omethi: Hierarchical Automatic Scoring in Large-Scale Assessments ACL 2025

Exploring task formulation strategies to evaluate the coherence of classroom discussions with GPT-4o ACL 2025

Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025

SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025

LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025

Applying the Character-Role Narrative Framework with LLMs to Investigate Environmental Narratives in Scientific Editorials and Tweets ACL 2025

Biodiversity ambition analysis with Large Language Models ACL 2025

ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025

Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025

A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ACL 2025

Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach ACL 2025

Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025

FACT5: A Novel Benchmark and Pipeline for Nuanced Fact-Checking of Complex Statements ACL 2025

Finance Language Model Evaluation (FLaME) ACL 2025

YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification ACL 2025