document classification

IDP Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation ACL 2026 pAtChWoRK: Patching the Pieces of Public Procurement Documents ACL 2026 UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy Detection SemEval 2026 Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry EMNLP 2025 Analyzing register variation in web texts through automatic segmentation NAACL 2025 A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025 Automated Telescope-Paper Linkage via Multi-Model Ensemble Learning AACL 2025 BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025 Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Leveraging LLMs to Streamline the Review of Public Funding Applications EMNLP 2025 NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches SemEval 2025 Adaptive Softmax Trees for Many-Class Classification UAI 2024 An LCF-IDF Document Representation Model Applied to Long Document Classification COLING 2024 AutoRef: Generating Refinements of Reviews Given Guidelines ACL 2024 Beyond Document Page Classification: Design, Datasets, and Challenges WACV 2024 ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations AAAI 2024 FoRC4CL: A Fine-grained Field of Research Classification and Annotated Dataset of NLP Articles COLING 2024 GAINER: Graph Machine Learning with Node-specific Radius for Classification of Short Texts and Documents EACL 2024 Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification EMNLP 2024 Human in the Loop: How to Effectively Create Coherent Topics by Manually Labeling Only a Few Documents per Class COLING 2024 Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling COLING 2024 Machine-Generated Text Localization ACL 2024