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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 26 of 37: papers 2,501 to 2,600 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.

• Self-supervised Regularization for Text Classification
  9 Mar 2021 0 repositories listed
• Random Feature Attention
  3 Mar 2021 0 repositories listed
• CG-CNN: Self-Supervised Feature Extraction Through Contextual Guidance and Transfer Learning
  2 Mar 2021 0 repositories listed
• Computationally Efficient Wasserstein Loss for Structured Labels
  1 Mar 2021 0 repositories listed
• Learning with Smooth Hinge Losses
  27 Feb 2021 0 repositories listed
• PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning
  25 Feb 2021 0 repositories listed
• From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection
  24 Feb 2021 0 repositories listed
• An Attention Ensemble Approach for Efficient Text Classification of Indian Languages
  20 Feb 2021 0 repositories listed
• Conditional Adversarial Networks for Multi-Domain Text Classification
  19 Feb 2021 0 repositories listed
• Regular Expressions for Fast-response COVID-19 Text Classification
  18 Feb 2021 0 repositories listed
• Lie-Sensor: A Live Emotion Verifier or a Licensor for Chat Applications using Emotional Intelligence
  11 Feb 2021 0 repositories listed
• CNN Application in Detection of Privileged Documents in Legal Document Review
  9 Feb 2021 0 repositories listed
• Concentrated Document Topic Model
  6 Feb 2021 0 repositories listed
• Exclusive Topic Modeling
  6 Feb 2021 0 repositories listed
• One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages
  4 Feb 2021 0 repositories listed
• Detecting Bias in Transfer Learning Approaches for Text Classification
  3 Feb 2021 0 repositories listed
• Clickbait Headline Detection in Indonesian News Sites using Multilingual Bidirectional Encoder Representations from Transformers (M-BERT)
  2 Feb 2021 0 repositories listed
• Scaling Federated Learning for Fine-tuning of Large Language Models
  1 Feb 2021 0 repositories listed
• Mixup Regularized Adversarial Networks for Multi-Domain Text Classification
  31 Jan 2021 0 repositories listed
• ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models
  30 Jan 2021 0 repositories listed
• Does a Hybrid Neural Network based Feature Selection Model Improve Text Classification?
  22 Jan 2021 0 repositories listed
• Multilingual Pre-Trained Transformers and Convolutional NN Classification Models for Technical Domain Identification
  22 Jan 2021 0 repositories listed
• Classification of Pedagogical content using conventional machine learning and deep learning model
  18 Jan 2021 0 repositories listed
• Fast Privacy-Preserving Text Classification based on Secure Multiparty Computation
  18 Jan 2021 0 repositories listed
• HinFlair: pre-trained contextual string embeddings for pos tagging and text classification in the Hindi language
  18 Jan 2021 0 repositories listed
• Text Augmentation in a Multi-Task View
  14 Jan 2021 0 repositories listed
• Experimental Evaluation of Deep Learning models for Marathi Text Classification
  13 Jan 2021 0 repositories listed
• geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification
  13 Jan 2021 0 repositories listed
• Evaluating Deep Learning Approaches for Covid19 Fake News Detection
  11 Jan 2021 0 repositories listed
• Adversarially Robust and Explainable Model Compression with On-Device Personalization for Text Classification
  10 Jan 2021 0 repositories listed
• Learning Better Sentence Representation with Syntax Information
  9 Jan 2021 0 repositories listed
• COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data
  5 Jan 2021 0 repositories listed
• Learning optimal Bayesian prior probabilities from data
  3 Jan 2021 0 repositories listed
• Substructure Substitution: Structured Data Augmentation for NLP
  2 Jan 2021 0 repositories listed
• A Gradient-based Kernel Approach for Efficient Network Architecture Search
  1 Jan 2021 0 repositories listed
• A Simple and Effective Baseline for Out-of-Distribution Detection using Abstention
  1 Jan 2021 0 repositories listed
• Cluster & Tune: Enhance BERT Performance in Low Resource Text Classification
  1 Jan 2021 0 repositories listed
• EXPLORING VULNERABILITIES OF BERT-BASED APIS
  1 Jan 2021 0 repositories listed
• Improved Uncertainty Post-Calibration via Rank Preserving Transforms
  1 Jan 2021 0 repositories listed
• Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing
  1 Jan 2021 0 repositories listed
• Ruminating Word Representations with Random Noise Masking
  1 Jan 2021 0 repositories listed
• TextTN: Probabilistic Encoding of Language on Tensor Network
  1 Jan 2021 0 repositories listed
• The Foes of Neural Network’s Data Efficiency Among Unnecessary Input Dimensions
  1 Jan 2021 0 repositories listed
• Uncertain Out-of-Domain Generalization
  1 Jan 2021 0 repositories listed
• WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification
  1 Jan 2021 0 repositories listed
• Enhancing Pre-trained Language Model with Lexical Simplification
  30 Dec 2020 0 repositories listed
• Towards a Universal Continuous Knowledge Base
  25 Dec 2020 0 repositories listed
• Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition
  22 Dec 2020 0 repositories listed
• TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network
  21 Dec 2020 0 repositories listed
• MeisterMorxrc at SemEval-2020 Task 9: Fine-Tune Bert and Multitask Learning for Sentiment Analysis of Code-Mixed Tweets
  15 Dec 2020 0 repositories listed
• SPARTA: Speaker Profiling for ARabic TAlk
  13 Dec 2020 0 repositories listed
• Deep Argumentative Explanations
  10 Dec 2020 0 repositories listed
• GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification
  10 Dec 2020 0 repositories listed
• Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution
  8 Dec 2020 0 repositories listed
• Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance
  7 Dec 2020 0 repositories listed
• Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation
  5 Dec 2020 0 repositories listed
• Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming
  4 Dec 2020 0 repositories listed
• Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning
  3 Dec 2020 0 repositories listed
• Evolving Character-level Convolutional Neural Networks for Text Classification
  3 Dec 2020 0 repositories listed
• Evolving Character-Level DenseNet Architectures using Genetic Programming
  3 Dec 2020 0 repositories listed
• GottBERT: a pure German Language Model
  3 Dec 2020 0 repositories listed
• Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements
  1 Dec 2020 0 repositories listed
• Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer's Disease
  1 Dec 2020 0 repositories listed
• Assessing Social License to Operate from the Public Discourse on Social Media
  1 Dec 2020 0 repositories listed
• Automatic Classification of Tweets Mentioning a Medication Using Pre-trained Sentence Encoders
  1 Dec 2020 0 repositories listed
• Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets
  1 Dec 2020 0 repositories listed
• Data Augmentation for Multiclass Utterance Classification -- A Systematic Study
  1 Dec 2020 0 repositories listed
• Effective Few-Shot Classification with Transfer Learning
  1 Dec 2020 0 repositories listed
• Ferryman at SemEval-2020 Task 7: Ensemble Model for Assessing Humor in Edited News Headlines
  1 Dec 2020 0 repositories listed
• Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network
  1 Dec 2020 0 repositories listed
• Fine-grained domain classification using Transformers
  1 Dec 2020 0 repositories listed
• Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification
  1 Dec 2020 0 repositories listed
• Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research
  1 Dec 2020 0 repositories listed
• Information Extraction from Legal Documents: A Study in the Context of Common Law Court Judgements
  1 Dec 2020 0 repositories listed
• INGEOTEC at SemEval-2020 Task 12: Multilingual Classification of Offensive Text
  1 Dec 2020 0 repositories listed
• Label Representations in Modeling Classification as Text Generation
  1 Dec 2020 0 repositories listed
• Lightweight Text Classifier using Sinusoidal Positional Encoding
  1 Dec 2020 0 repositories listed
• Model-agnostic Methods for Text Classification with Inherent Noise
  1 Dec 2020 0 repositories listed
• MUCS@TechDOfication using FineTuned Vectors and n-grams
  1 Dec 2020 0 repositories listed
• Multichannel LSTM-CNN for Telugu Text Classification
  1 Dec 2020 0 repositories listed
• Multilingual Epidemiological Text Classification: A Comparative Study
  1 Dec 2020 0 repositories listed
• Neural language models for text classification in evidence-based medicine
  1 Dec 2020 0 repositories listed
• Opinion Mining System for Processing Hindi Text for Home Remedies Domain
  1 Dec 2020 0 repositories listed
• Pointing to Select: A Fast Pointer-LSTM for Long Text Classification
  1 Dec 2020 0 repositories listed
• Regularized Graph Convolutional Networks for Short Text Classification
  1 Dec 2020 0 repositories listed
• SIS@IIITH at SemEval-2020 Task 8: An Overview of Simple Text Classification Methods for Meme Analysis
  1 Dec 2020 0 repositories listed
• SSN-NLP at SemEval-2020 Task 4: Text Classification and Generation on Common Sense Context Using Neural Networks
  1 Dec 2020 0 repositories listed
• Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer's Disease Detection
  1 Dec 2020 0 repositories listed
• Uncertainty-aware Self-training for Few-shot Text Classification
  1 Dec 2020 0 repositories listed
• Unsupervised Fine-tuning for Text Clustering
  1 Dec 2020 0 repositories listed
• Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation
  1 Dec 2020 0 repositories listed
• Disentangling Homophemes in Lip Reading using Perplexity Analysis
  28 Nov 2020 0 repositories listed
• Neural Text Classification by Jointly Learning to Cluster and Align
  24 Nov 2020 0 repositories listed
• Sequential Targeting: an incremental learning approach for data imbalance in text classification
  20 Nov 2020 0 repositories listed
• On the Transferability of Adversarial Attacksagainst Neural Text Classifier
  17 Nov 2020 0 repositories listed
• Learning Regular Expressions for Interpretable Medical Text Classification Using a Pool-based Simulated Annealing and Word-vector Models
  16 Nov 2020 0 repositories listed
• Text Information Aggregation with Centrality Attention
  16 Nov 2020 0 repositories listed
• Supervised Text Classification using Text Search
  14 Nov 2020 0 repositories listed
• A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
  12 Nov 2020 0 repositories listed
• An Interpretable End-to-end Fine-tuning Approach for Long Clinical Text
  12 Nov 2020 0 repositories listed