Browse State-of-the-Art › Text Classification › Papers, page 15
Text Classification
Papers archive 2025-07-28
archive papers tagged: 3,635 · with a code link: 1,308 · where Syntology ran a sample: 272 (219 with a run with no instrument failure, 53 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (272 of 3,635 tagged: 219 with a run with no instrument failure, 53 where every run was a failure of Syntology's instrument)
Page 15 of 37: papers 1,401 to 1,500 of 3,635, 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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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
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Leveraging Sentiment for Offensive Text Classification9 Dec 2024 0 repositories listed
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Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models9 Dec 2024 0 repositories listed
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Demonstration Selection for In-Context Learning via Reinforcement Learning5 Dec 2024 0 repositories listed
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Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks4 Dec 2024 0 repositories listed
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Explaining the Unexplained: Revealing Hidden Correlations for Better Interpretability2 Dec 2024 0 repositories listed
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NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers2 Dec 2024 0 repositories listed
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To Ensemble or Not: Assessing Majority Voting Strategies for Phishing Detection with Large Language Models29 Nov 2024 0 repositories listed
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28 Nov 2024 0 repositories listed
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Fine-Tuning Large Language Models for Scientific Text Classification: A Comparative Study27 Nov 2024 0 repositories listed
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26 Nov 2024 0 repositories listed
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Adaptable Embeddings Network (AEN)21 Nov 2024 0 repositories listed
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Enhancing Multi-Class Disease Classification: Neoplasms, Cardiovascular, Nervous System, and Digestive Disorders Using Advanced LLMs19 Nov 2024 0 repositories listed
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CoCoP: Enhancing Text Classification with LLM through Code Completion Prompt13 Nov 2024 0 repositories listed
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A Text Classification Model Combining Adversarial Training with Pre-trained Language Model and neural networks: A Case Study on Telecom Fraud Incident Texts11 Nov 2024 0 repositories listed
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HAFLQ: Heterogeneous Adaptive Federated LoRA Fine-tuned LLM with Quantization10 Nov 2024 0 repositories listed
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AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems9 Nov 2024 0 repositories listed
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Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs9 Nov 2024 0 repositories listed
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The Empirical Impact of Data Sanitization on Language Models8 Nov 2024 0 repositories listed
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DISCO: DISCovering Overfittings as Causal Rules for Text Classification Models7 Nov 2024 0 repositories listed
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Estimating the Influence of Sequentially Correlated Literary Properties in Textual Classification: A Data-Centric Hypothesis-Testing Approach7 Nov 2024 0 repositories listed
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Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at Scale7 Nov 2024 0 repositories listed
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Selecting Between BERT and GPT for Text Classification in Political Science Research7 Nov 2024 0 repositories listed
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A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification4 Nov 2024 0 repositories listed
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Wave Network: An Ultra-Small Language Model4 Nov 2024 0 repositories listed
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Undermining Image and Text Classification Algorithms Using Adversarial Attacks3 Nov 2024 0 repositories listed
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Combining Financial Data and News Articles for Stock Price Movement Prediction Using Large Language Models2 Nov 2024 0 repositories listed
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A Similarity-Based Oversampling Method for Multi-label Imbalanced Text Data1 Nov 2024 0 repositories listed
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Unified Generative and Discriminative Training for Multi-modal Large Language Models1 Nov 2024 0 repositories listed
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31 Oct 2024 0 repositories listed
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Large Language Models for Patient Comments Multi-Label Classification31 Oct 2024 0 repositories listed
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Rethinking Scale: The Efficacy of Fine-Tuned Open-Source LLMs in Large-Scale Reproducible Social Science Research31 Oct 2024 0 repositories listed
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Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers30 Oct 2024 0 repositories listed
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Deep Learning and Machine Learning -- Natural Language Processing: From Theory to Application30 Oct 2024 0 repositories listed
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Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification30 Oct 2024 0 repositories listed
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Class-Aware Contrastive Optimization for Imbalanced Text Classification29 Oct 2024 0 repositories listed
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Natural Language Processing for Analyzing Electronic Health Records and Clinical Notes in Cancer Research: A Review29 Oct 2024 0 repositories listed
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Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models28 Oct 2024 0 repositories listed
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Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification28 Oct 2024 0 repositories listed
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Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions26 Oct 2024 0 repositories listed
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Vulnerability of LLMs to Vertically Aligned Text Manipulations26 Oct 2024 0 repositories listed
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Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges25 Oct 2024 0 repositories listed
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Future Token Prediction -- Causal Language Modelling with Per-Token Semantic State Vector for Multi-Token Prediction23 Oct 2024 0 repositories listed
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Advancing Interpretability in Text Classification through Prototype Learning23 Oct 2024 0 repositories listed
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1024m at SMM4H 2024: Tasks 3, 5 & 6 -- Ensembles of Transformers and Large Language Models for Medical Text Classification21 Oct 2024 0 repositories listed
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Weakly-supervised diagnosis identification from Italian discharge letters19 Oct 2024 0 repositories listed
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A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference18 Oct 2024 0 repositories listed
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Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification18 Oct 2024 0 repositories listed
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Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning17 Oct 2024 0 repositories listed
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From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs16 Oct 2024 0 repositories listed
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Reducing Labeling Costs in Sentiment Analysis via Semi-Supervised Learning15 Oct 2024 0 repositories listed
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A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets14 Oct 2024 0 repositories listed
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Empirical Study of Mutual Reinforcement Effect and Application in Few-shot Text Classification Tasks via Prompt13 Oct 2024 0 repositories listed
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Exploring space efficiency in a tree-based linear model for extreme multi-label classification12 Oct 2024 0 repositories listed
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Text Classification using Graph Convolutional Networks: A Comprehensive Survey12 Oct 2024 0 repositories listed
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Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning11 Oct 2024 0 repositories listed
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A Comparative Study of Hybrid Models in Health Misinformation Text Classification8 Oct 2024 0 repositories listed
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Manual Verbalizer Enrichment for Few-Shot Text Classification8 Oct 2024 0 repositories listed
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Explanation sensitivity to the randomness of large language models: the case of journalistic text classification7 Oct 2024 0 repositories listed
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Comparing zero-shot self-explanations with human rationales in multilingual text classification4 Oct 2024 0 repositories listed
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3 Oct 2024 0 repositories listed
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A Methodology for Explainable Large Language Models with Integrated Gradients and Linguistic Analysis in Text Classification30 Sep 2024 0 repositories listed
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Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques30 Sep 2024 0 repositories listed
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Adversarial Examples for DNA Classification29 Sep 2024 0 repositories listed
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Leveraging Annotator Disagreement for Text Classification26 Sep 2024 0 repositories listed
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Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification26 Sep 2024 0 repositories listed
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The Lou Dataset -- Exploring the Impact of Gender-Fair Language in German Text Classification26 Sep 2024 0 repositories listed
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Optimizing News Text Classification with Bi-LSTM and Attention Mechanism for Efficient Data Processing23 Sep 2024 0 repositories listed
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Using Natural Language Processing to find Indication for Burnout with Text Classification: From Online Data to Real-World Data22 Sep 2024 0 repositories listed
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On Importance of Pruning and Distillation for Efficient Low Resource NLP21 Sep 2024 0 repositories listed
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Learning to Generalize Unseen Domains via Multi-Source Meta Learning for Text Classification20 Sep 2024 0 repositories listed
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Turbo your multi-modal classification with contrastive learning14 Sep 2024 0 repositories listed
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A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets9 Sep 2024 0 repositories listed
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RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU9 Sep 2024 0 repositories listed
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OpenFact at CheckThat! 2024: Combining Multiple Attack Methods for Effective Adversarial Text Generation4 Sep 2024 0 repositories listed