Browse State-of-the-Art › text-classification › Papers, page 15
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 15 of 31: papers 1,401 to 1,500 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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Advancing Chinese biomedical text mining with community challenges7 Mar 2024 0 repositories listed
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Privacy-preserving Fine-tuning of Large Language Models through Flatness7 Mar 2024 0 repositories listed
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RADIA -- Radio Advertisement Detection with Intelligent Analytics6 Mar 2024 0 repositories listed
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Demonstrating Mutual Reinforcement Effect through Information Flow5 Mar 2024 0 repositories listed
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Quantum Mixed-State Self-Attention Network5 Mar 2024 0 repositories listed
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KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification4 Mar 2024 0 repositories listed
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Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification1 Mar 2024 0 repositories listed
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TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision29 Feb 2024 0 repositories listed
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Comparing effectiveness of regularization methods on text classification: Simple and complex model in data shortage situation27 Feb 2024 0 repositories listed
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LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification26 Feb 2024 0 repositories listed
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FAIR: Filtering of Automatically Induced Rules23 Feb 2024 0 repositories listed
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Towards Efficient Active Learning in NLP via Pretrained Representations23 Feb 2024 0 repositories listed
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On Evaluation Protocols for Data Augmentation in a Limited Data Scenario22 Feb 2024 0 repositories listed
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Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting22 Feb 2024 0 repositories listed
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An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach21 Feb 2024 0 repositories listed
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Effects of term weighting approach with and without stop words removing on Arabic text classification21 Feb 2024 0 repositories listed
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AlgoFormer: An Efficient Transformer Framework with Algorithmic Structures21 Feb 2024 0 repositories listed
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Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning19 Feb 2024 0 repositories listed
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In-Context Example Ordering Guided by Label Distributions18 Feb 2024 0 repositories listed
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Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers18 Feb 2024 0 repositories listed
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Balancing the Causal Effects in Class-Incremental Learning15 Feb 2024 0 repositories listed
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Pushing The Limit of LLM Capacity for Text Classification12 Feb 2024 0 repositories listed
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CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain11 Feb 2024 0 repositories listed
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EEVEE: An Easy Annotation Tool for Natural Language Processing5 Feb 2024 0 repositories listed
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Data Quality Matters: Suicide Intention Detection on Social Media Posts Using RoBERTa-CNN3 Feb 2024 0 repositories listed
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Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks30 Jan 2024 0 repositories listed
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Identifying False Content and Hate Speech in Sinhala YouTube Videos by Analyzing the Audio30 Jan 2024 0 repositories listed
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Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers30 Jan 2024 0 repositories listed
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HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification24 Jan 2024 0 repositories listed
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IndiText Boost: Text Augmentation for Low Resource India Languages23 Jan 2024 0 repositories listed
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Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements23 Jan 2024 0 repositories listed
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Community-based Behavioral Understanding of Crisis Activity Concerns using Social Media Data: A Study on the 2023 Canadian Wildfires in New York City22 Jan 2024 0 repositories listed
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Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection22 Jan 2024 0 repositories listed
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Leveraging Biases in Large Language Models: "bias-kNN'' for Effective Few-Shot Learning18 Jan 2024 0 repositories listed
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Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers18 Jan 2024 0 repositories listed
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Improving Classification Performance With Human Feedback: Label a few, we label the rest17 Jan 2024 0 repositories listed
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Machines Do See Color: A Guideline to Classify Different Forms of Racist Discourse in Large Corpora17 Jan 2024 0 repositories listed
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Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification15 Jan 2024 0 repositories listed
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Active Learning for NLP with Large Language Models14 Jan 2024 0 repositories listed
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A Comprehensive Survey of Text Classification Techniques and Their Research Applications: Observational and Experimental Insights11 Jan 2024 0 repositories listed
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A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer10 Jan 2024 0 repositories listed
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Hierarchical Knowledge Distillation on Text Graph for Data-limited Attribute Inference10 Jan 2024 0 repositories listed
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IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification8 Jan 2024 0 repositories listed
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Text Classification Based on Knowledge Graphs and Improved Attention Mechanism7 Jan 2024 0 repositories listed
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MultiSiam: A Multiple Input Siamese Network For Social Media Text Classification And Duplicate Text Detection6 Jan 2024 0 repositories listed
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CoT-Driven Framework for Short Text Classification: Enhancing and Transferring Capabilities from Large to Smaller Model6 Jan 2024 0 repositories listed
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Migrating Birds Optimization-Based Feature Selection for Text Classification4 Jan 2024 0 repositories listed
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Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training29 Dec 2023 0 repositories listed
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How Robust are LLMs to In-Context Majority Label Bias?27 Dec 2023 0 repositories listed
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Regularized Conditional Alignment for Multi-Domain Text Classification18 Dec 2023 0 repositories listed
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TDeLTA: A Light-weight and Robust Table Detection Method based on Learning Text Arrangement18 Dec 2023 0 repositories listed
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A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis16 Dec 2023 0 repositories listed
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Object Recognition from Scientific Document based on Compartment Refinement Framework14 Dec 2023 0 repositories listed
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Well-calibrated Confidence Measures for Multi-label Text Classification with a Large Number of Labels14 Dec 2023 0 repositories listed
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ICL Markup: Structuring In-Context Learning using Soft-Token Tags12 Dec 2023 0 repositories listed
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XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks12 Dec 2023 0 repositories listed
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Revisiting the Role of Label Smoothing in Enhanced Text Sentiment Classification11 Dec 2023 0 repositories listed
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Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning10 Dec 2023 0 repositories listed
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The performance of multiple language models in identifying offensive language on social media10 Dec 2023 0 repositories listed
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A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing9 Dec 2023 0 repositories listed
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Enhancing Medical Specialty Assignment to Patients using NLP Techniques9 Dec 2023 0 repositories listed
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Illicit Darkweb Classification via Natural-language Processing: Classifying Illicit Content of Webpages based on Textual Information8 Dec 2023 0 repositories listed
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Comparative Analysis of Multilingual Text Classification & Identification through Deep Learning and Embedding Visualization6 Dec 2023 0 repositories listed
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Think from Words(TFW): Initiating Human-Like Cognition in Large Language Models Through Think from Words for Japanese Text-level Classification6 Dec 2023 0 repositories listed
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Efficient Trigger Word Insertion23 Nov 2023 0 repositories listed
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Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization16 Nov 2023 0 repositories listed
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Evolving Domain Adaptation of Pretrained Language Models for Text Classification16 Nov 2023 0 repositories listed
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Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets15 Nov 2023 0 repositories listed
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Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions13 Nov 2023 0 repositories listed
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GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect12 Nov 2023 0 repositories listed
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Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking10 Nov 2023 0 repositories listed
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Leveraging Artificial Intelligence Technology for Mapping Research to Sustainable Development Goals: A Case Study9 Nov 2023 0 repositories listed
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RankAug: Augmented data ranking for text classification8 Nov 2023 0 repositories listed
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KPI Extraction from Maintenance Work Orders -- A Comparison of Expert Labeling, Text Classification and AI-Assisted Tagging for Computing Failure Rates of Wind Turbines7 Nov 2023 0 repositories listed
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Learning to Learn for Few-shot Continual Active Learning7 Nov 2023 0 repositories listed
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A Simple yet Efficient Ensemble Approach for AI-generated Text Detection6 Nov 2023 0 repositories listed
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Tackling Concept Shift in Text Classification using Entailment-style Modeling6 Nov 2023 0 repositories listed
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An energy-based comparative analysis of common approaches to text classification in the Legal domain2 Nov 2023 0 repositories listed
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Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT31 Oct 2023 0 repositories listed
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Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning31 Oct 2023 0 repositories listed
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XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision31 Oct 2023 0 repositories listed
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Do Not Harm Protected Groups in Debiasing Language Representation Models27 Oct 2023 0 repositories listed
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Sample based Explanations via Generalized Representers27 Oct 2023 0 repositories listed
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Multi-label Text Classification using GloVe and Neural Network Models25 Oct 2023 0 repositories listed
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On the Interplay between Fairness and Explainability25 Oct 2023 0 repositories listed
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Label-Aware Automatic Verbalizer for Few-Shot Text Classification19 Oct 2023 0 repositories listed
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MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations19 Oct 2023 0 repositories listed
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Learning under Label Proportions for Text Classification18 Oct 2023 0 repositories listed
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Rather a Nurse than a Physician -- Contrastive Explanations under Investigation18 Oct 2023 0 repositories listed
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The effect of stemming and lemmatization on Portuguese fake news text classification17 Oct 2023 0 repositories listed
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A Comprehensive Study of Privacy Risks in Curriculum Learning16 Oct 2023 0 repositories listed
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VIBE: Topic-Driven Temporal Adaptation for Twitter Classification16 Oct 2023 0 repositories listed
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Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks15 Oct 2023 0 repositories listed
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Analyzing Textual Data for Fatality Classification in Afghanistan's Armed Conflicts: A BERT Approach12 Oct 2023 0 repositories listed
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Effects of Human Adversarial and Affable Samples on BERT Generalization12 Oct 2023 0 repositories listed
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Multiclass Classification of Policy Documents with Large Language Models12 Oct 2023 0 repositories listed
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Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality11 Oct 2023 0 repositories listed
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Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations11 Oct 2023 0 repositories listed
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A Comparative Study of Transformer-based Neural Text Representation Techniques on Bug Triaging10 Oct 2023 0 repositories listed
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Evaluating Explanation Methods for Vision-and-Language Navigation10 Oct 2023 0 repositories listed