Browse State-of-the-Art › text-classification › Papers, page 12
text-classification
Papers archive 2025-07-28
archive papers tagged: 3,054 · with a code link: 1,083 · where Syntology ran a sample: 204 (161 with a run with no instrument failure, 43 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (204 of 3,054 tagged: 161 with a run with no instrument failure, 43 where every run was a failure of Syntology's instrument)
Page 12 of 31: papers 1,101 to 1,200 of 3,054, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Token Masking Improves Transformer-Based Text Classification16 May 2025 0 repositories listed
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ZeroTuning: Unlocking the Initial Token's Power to Enhance Large Language Models Without Training16 May 2025 0 repositories listed
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KDH-MLTC: Knowledge Distillation for Healthcare Multi-Label Text Classification12 May 2025 0 repositories listed
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The Efficiency of Pre-training with Objective Masking in Pseudo Labeling for Semi-Supervised Text Classification10 May 2025 0 repositories listed
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Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies9 May 2025 0 repositories listed
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Survey of Abstract Meaning Representation: Then, Now, Future6 May 2025 0 repositories listed
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LLM-based Semantic Augmentation for Harmful Content Detection22 Apr 2025 0 repositories listed
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Feeding LLM Annotations to BERT Classifiers at Your Own Risk21 Apr 2025 0 repositories listed
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Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization19 Apr 2025 0 repositories listed
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Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models18 Apr 2025 0 repositories listed
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Word Embedding Techniques for Classification of Star Ratings18 Apr 2025 0 repositories listed
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Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification16 Apr 2025 0 repositories listed
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Integrated ensemble of BERT- and features-based models for authorship attribution in Japanese literary works11 Apr 2025 0 repositories listed
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Specialized text classification: an approach to classifying Open Banking transactions10 Apr 2025 0 repositories listed
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Traversal Learning Coordination For Lossless And Efficient Distributed Learning10 Apr 2025 0 repositories listed
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Batch Aggregation: An Approach to Enhance Text Classification with Correlated Augmented Data7 Apr 2025 0 repositories listed
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A Novel Approach To Implementing Knowledge Distillation In Tsetlin Machines2 Apr 2025 0 repositories listed
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WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation31 Mar 2025 0 repositories listed
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Bayesian Pseudo Posterior Mechanism for Differentially Private Machine Learning27 Mar 2025 0 repositories listed
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Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records27 Mar 2025 0 repositories listed
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BeLightRec: A lightweight recommender system enhanced with BERT26 Mar 2025 0 repositories listed
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Hierarchical Attention Network for Interpretable ECG-based Heart Disease Classification25 Mar 2025 0 repositories listed
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Teaching LLMs for Step-Level Automatic Math Correction via Reinforcement Learning24 Mar 2025 0 repositories listed
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A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions19 Mar 2025 0 repositories listed
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Benchmarking Open-Source Large Language Models on Healthcare Text Classification Tasks19 Mar 2025 0 repositories listed
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Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions13 Mar 2025 0 repositories listed
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Ordered Semantically Diverse Sampling for Textual Data12 Mar 2025 0 repositories listed
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Is My Text in Your AI Model? Gradient-based Membership Inference Test applied to LLMs10 Mar 2025 0 repositories listed
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Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy8 Mar 2025 0 repositories listed
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Evaluation of the Automated Labeling Method for Taxonomic Nomenclature Through Prompt-Optimized Large Language Model8 Mar 2025 0 repositories listed
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Ensemble Debiasing Across Class and Sample Levels for Fairer Prompting Accuracy7 Mar 2025 0 repositories listed
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Large Language Models for Healthcare Text Classification: A Systematic Review3 Mar 2025 0 repositories listed
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Text classification using machine learning methods27 Feb 2025 0 repositories listed
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Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT25 Feb 2025 0 repositories listed
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From Small to Large Language Models: Revisiting the Federalist Papers25 Feb 2025 0 repositories listed
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MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification25 Feb 2025 0 repositories listed
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Applying LLMs to Active Learning: Towards Cost-Efficient Cross-Task Text Classification without Manually Labeled Data24 Feb 2025 0 repositories listed
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MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models21 Feb 2025 0 repositories listed
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MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning21 Feb 2025 0 repositories listed
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An Enhancement of Jiang, Z., et al.s Compression-Based Classification Algorithm Applied to News Article Categorization20 Feb 2025 0 repositories listed
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QUAD-LLM-MLTC: Large Language Models Ensemble Learning for Healthcare Text Multi-Label Classification20 Feb 2025 0 repositories listed
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Self-Regularization with Latent Space Explanations for Controllable LLM-based Classification19 Feb 2025 0 repositories listed
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A Survey of Text Classification Under Class Distribution Shift18 Feb 2025 0 repositories listed
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Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models18 Feb 2025 0 repositories listed
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Private Text Generation by Seeding Large Language Model Prompts18 Feb 2025 0 repositories listed
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Text Classification in the LLM Era - Where do we stand?17 Feb 2025 0 repositories listed
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Towards Achieving Concept Completeness for Textual Concept Bottleneck Models16 Feb 2025 0 repositories listed
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UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation16 Feb 2025 0 repositories listed
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Retrieval-augmented Encoders for Extreme Multi-label Text Classification15 Feb 2025 0 repositories listed
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SeWA: Selective Weight Average via Probabilistic Masking14 Feb 2025 0 repositories listed
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A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning13 Feb 2025 0 repositories listed
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Don't Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification11 Feb 2025 0 repositories listed
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Enhancing Disinformation Detection with Explainable AI and Named Entity Replacement7 Feb 2025 0 repositories listed
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How does a Multilingual LM Handle Multiple Languages?6 Feb 2025 0 repositories listed
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Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution4 Feb 2025 0 repositories listed
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Memory-Efficient Fine-Tuning of Transformers via Token Selection31 Jan 2025 0 repositories listed
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Through the Looking Glass: LLM-Based Analysis of AR/VR Android Applications Privacy Policies31 Jan 2025 0 repositories listed
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General Embedding vs. Task-Specific Embedding: A Comparative Approach to Enhancing NLP Performance30 Jan 2025 0 repositories listed
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Semantic Consistency Regularization with Large Language Models for Semi-supervised Sentiment Analysis29 Jan 2025 0 repositories listed
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Misspellings in Natural Language Processing: A survey28 Jan 2025 0 repositories listed
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Toward Relative Positional Encoding in Spiking Transformers28 Jan 2025 0 repositories listed
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Quantum-Enhanced Attention Mechanism in NLP: A Hybrid Classical-Quantum Approach26 Jan 2025 0 repositories listed
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A Comprehensive Framework for Semantic Similarity Analysis of Human and AI-Generated Text Using Transformer Architectures and Ensemble Techniques24 Jan 2025 0 repositories listed
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Idiom Detection in Sorani Kurdish Texts24 Jan 2025 0 repositories listed
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A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference23 Jan 2025 0 repositories listed
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Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer23 Jan 2025 0 repositories listed
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Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes16 Jan 2025 0 repositories listed
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Augmenting Human-Annotated Training Data with Large Language Model Generation and Distillation in Open-Response Assessment15 Jan 2025 0 repositories listed
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Large Language Models For Text Classification: Case Study And Comprehensive Review14 Jan 2025 0 repositories listed
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READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data14 Jan 2025 0 repositories listed
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Universal Training of Neural Networks to Achieve Bayes Optimal Classification Accuracy13 Jan 2025 0 repositories listed
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Synthetic Feature Augmentation Improves Generalization Performance of Language Models11 Jan 2025 0 repositories listed
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The Impact of Model Scaling on Seen and Unseen Language Performance10 Jan 2025 0 repositories listed
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AgoraSpeech: A multi-annotated comprehensive dataset of political discourse through the lens of humans and AI9 Jan 2025 0 repositories listed
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Spatial Information Integration in Small Language Models for Document Layout Generation and Classification9 Jan 2025 0 repositories listed
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The Questio de aqua et terra: A Computational Authorship Verification Study7 Jan 2025 0 repositories listed
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Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification6 Jan 2025 0 repositories listed
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TARDiS : Text Augmentation for Refining Diversity and Separability6 Jan 2025 0 repositories listed
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Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers2 Jan 2025 0 repositories listed
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Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT31 Dec 2024 0 repositories listed
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Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models30 Dec 2024 0 repositories listed
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The Text Classification Pipeline: Starting Shallow going Deeper30 Dec 2024 0 repositories listed
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HindiLLM: Large Language Model for Hindi29 Dec 2024 0 repositories listed
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A Comparative Study of Machine Unlearning Techniques for Image and Text Classification Models27 Dec 2024 0 repositories listed
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Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms27 Dec 2024 0 repositories listed
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Let the Fuzzy Rule Speak: Enhancing In-context Learning Debiasing with Interpretability26 Dec 2024 0 repositories listed
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Injecting Bias into Text Classification Models using Backdoor Attacks25 Dec 2024 0 repositories listed
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Research Experiment on Multi-Model Comparison for Chinese Text Classification Tasks25 Dec 2024 0 repositories listed
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Explainability in Neural Networks for Natural Language Processing Tasks23 Dec 2024 0 repositories listed
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Research on Violent Text Detection System Based on BERT-fasttext Model21 Dec 2024 0 repositories listed
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A Thorough Investigation into the Application of Deep CNN for Enhancing Natural Language Processing Capabilities20 Dec 2024 0 repositories listed
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Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories20 Dec 2024 0 repositories listed
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Time Will Tell: Timing Side Channels via Output Token Count in Large Language Models19 Dec 2024 0 repositories listed
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Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networks16 Dec 2024 0 repositories listed
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Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models16 Dec 2024 0 repositories listed
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Concept Learning in the Wild: Towards Algorithmic Understanding of Neural Networks15 Dec 2024 0 repositories listed
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Label-template based Few-Shot Text Classification with Contrastive Learning13 Dec 2024 0 repositories listed
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Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation13 Dec 2024 0 repositories listed
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Advancing Single and Multi-task Text Classification through Large Language Model Fine-tuning11 Dec 2024 0 repositories listed
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Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy9 Dec 2024 0 repositories listed