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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 21 of 31: papers 2,001 to 2,100 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.

• Control False Negative Instances In Contrastive Learning To ImproveLong-tailed Item Categorization
  16 Nov 2021 0 repositories listed
• Data Augmentation with Sentence Recombination Method for Semi-supervised Text Classification
  16 Nov 2021 0 repositories listed
• Enhancing Robustness of Pre-trained Language Model with Lexical Simplification
  16 Nov 2021 0 repositories listed
• ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention
  16 Nov 2021 0 repositories listed
• Extreme Multi-label Text Classification with Pseudo Label Descriptions
  16 Nov 2021 0 repositories listed
• Extreme Multi-label Text Classification with Multi-layer Experts
  16 Nov 2021 0 repositories listed
• Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning
  16 Nov 2021 0 repositories listed
• Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER
  16 Nov 2021 0 repositories listed
• Identifying Corporate Credit Risk Sentiments from Financial News
  16 Nov 2021 0 repositories listed
• Identifying Semantically Difficult Samples to Improve Text Classification
  16 Nov 2021 0 repositories listed
• KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier
  16 Nov 2021 0 repositories listed
• Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification
  16 Nov 2021 0 repositories listed
• Learn to Adapt for Generalized Zero-Shot Text Classification
  16 Nov 2021 0 repositories listed
• LINDA: Unsupervised Learning to Interpolate in Natural Language Processing
  16 Nov 2021 0 repositories listed
• LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification
  16 Nov 2021 0 repositories listed
• LordBERT: Embedding Long Text by Segment Ordering with BERT
  16 Nov 2021 0 repositories listed
• Measuring Fairness of Text Classifiers via Prediction Sensitivity
  16 Nov 2021 0 repositories listed
• Meta-learning via Language Model In-context Tuning
  16 Nov 2021 0 repositories listed
• Modular Domain Adaptation
  16 Nov 2021 0 repositories listed
• Neighbour Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification
  16 Nov 2021 0 repositories listed
• Personality Prediction of Narrative Characters from Movie Scripts
  16 Nov 2021 0 repositories listed
• Perturbation-based Self-supervised Attention for Text Classification
  16 Nov 2021 0 repositories listed
• Pre-training Pre-trained Models with Auxiliary Labels and Fine-tuning for Text Classification
  16 Nov 2021 0 repositories listed
• Rethinking News Text Classification from a Timeliness Perspective under the Pre-training and Fine-tuning Paradigm
  16 Nov 2021 0 repositories listed
• Revisiting Softmax for Uncertainty Approximation in Text Classification
  16 Nov 2021 0 repositories listed
• Revisiting Transformer-based Models for Long Document Classification
  16 Nov 2021 0 repositories listed
• Roles of Words: What Should (n’t) Be Augmented in Text Augmentation on Text Classification Tasks?
  16 Nov 2021 0 repositories listed
• TENT: Text Classification Based on ENcoding Tree Learning
  16 Nov 2021 0 repositories listed
• Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks
  16 Nov 2021 0 repositories listed
• Towards Computationally Feasible Deep Active Learning
  16 Nov 2021 0 repositories listed
• TransSGAN: GAN based semi-superivsed learning for text classification with Transformer Encoder
  16 Nov 2021 0 repositories listed
• Vec2Node: Self-training with Tensor Augmentation for Text Classification with Few Labels
  16 Nov 2021 0 repositories listed
• Weight Squeezing: Reparameterization for Knowledge Transfer and Model Compression
  16 Nov 2021 0 repositories listed
• Your fairness may vary: Pretrained language model fairness in toxic text classification
  16 Nov 2021 0 repositories listed
• Automatic evaluation of scientific abstracts through natural language processing
  14 Nov 2021 0 repositories listed
• "Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
  14 Nov 2021 0 repositories listed
• Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training
  11 Nov 2021 0 repositories listed
• Entropy optimized semi-supervised decomposed vector-quantized variational autoencoder model based on transfer learning for multiclass text classification and generation
  10 Nov 2021 0 repositories listed
• DataWords: Getting Contrarian with Text, Structured Data and Explanations
  9 Nov 2021 0 repositories listed
• Profitable Trade-Off Between Memory and Performance In Multi-Domain Chatbot Architectures
  6 Nov 2021 0 repositories listed
• Language Semantics Interpretation with an Interaction-based Recurrent Neural Networks
  2 Nov 2021 0 repositories listed
• Argument Mining on Twitter: A Case Study on the Planned Parenthood Debate
  1 Nov 2021 0 repositories listed
• Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews
  1 Nov 2021 0 repositories listed
• Comparative Study of Long Document Classification
  1 Nov 2021 0 repositories listed
• Deep Attention Diffusion Graph Neural Networks for Text Classification
  1 Nov 2021 0 repositories listed
• Effectively Leveraging BERT for Legal Document Classification
  1 Nov 2021 0 repositories listed
• Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector
  1 Nov 2021 0 repositories listed
• Few-Shot Text Generation with Natural Language Instructions
  1 Nov 2021 0 repositories listed
• Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations
  1 Nov 2021 0 repositories listed
• Increasing Sentence-Level Comprehension Through Text Classification of Epistemic Functions
  1 Nov 2021 0 repositories listed
• Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability
  1 Nov 2021 0 repositories listed
• kFolden: k-Fold Ensemble for Out-Of-Distribution Detection
  1 Nov 2021 0 repositories listed
• Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification
  1 Nov 2021 0 repositories listed
• Mitigating Data Poisoning in Text Classification with Differential Privacy
  1 Nov 2021 0 repositories listed
• On the Transferability of Adversarial Attacks against Neural Text Classifier
  1 Nov 2021 0 repositories listed
• Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification
  1 Nov 2021 0 repositories listed
• SeqAttack: On Adversarial Attacks for Named Entity Recognition
  1 Nov 2021 0 repositories listed
• Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis
  1 Nov 2021 0 repositories listed
• Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions
  1 Nov 2021 0 repositories listed
• PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation
  31 Oct 2021 0 repositories listed
• Text Classification for Task-based Source Code Related Questions
  31 Oct 2021 0 repositories listed
• Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning
  30 Oct 2021 0 repositories listed
• Task-Specific Dependency-based Word Embedding Methods
  26 Oct 2021 0 repositories listed
• CLLD: Contrastive Learning with Label Distance for Text Classification
  25 Oct 2021 0 repositories listed
• Hate and Offensive Speech Detection in Hindi and Marathi
  23 Oct 2021 0 repositories listed
• Application of the Multi-label Residual Convolutional Neural Network text classifier using Content-Based Routing process
  19 Oct 2021 0 repositories listed
• A Method for MBTI Classification Based on Impact of Class Components
  18 Oct 2021 0 repositories listed
• Explainable Assessment of Healthcare Articles with QA
  16 Oct 2021 0 repositories listed
• Few-Shot Learning with Siamese Networks and Label Tuning
  16 Oct 2021 0 repositories listed
• InducT-GCN: Inductive Graph Convolutional Networks for Text Classification
  16 Oct 2021 0 repositories listed
• Learning-based Memetic Algorithm for Hard-label Textual Attack
  16 Oct 2021 0 repositories listed
• ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification
  16 Oct 2021 0 repositories listed
• Multi-Label Text Classification by Graph Neural Network with Mixing Operations
  16 Oct 2021 0 repositories listed
• On the Sensitivity and Stability of Model Interpretations
  16 Oct 2021 0 repositories listed
• Re-evaluating Extreme Multi-label Text Classification Methods in Tail Label Prediction
  16 Oct 2021 0 repositories listed
• A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification
  15 Oct 2021 0 repositories listed
• Compressibility of Distributed Document Representations
  14 Oct 2021 0 repositories listed
• LaoPLM: Pre-trained Language Models for Lao
  12 Oct 2021 0 repositories listed
• Automated Testing of AI Models
  7 Oct 2021 0 repositories listed
• Creating Training Sets via Weak Indirect Supervision
  7 Oct 2021 0 repositories listed
• Noisy Text Data: Achilles' Heel of popular transformer based NLP models
  7 Oct 2021 0 repositories listed
• Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning
  4 Oct 2021 0 repositories listed
• Confiscation Detection of Criminal Judgment Using Text Classification Approach
  1 Oct 2021 0 repositories listed
• Improved Text Classification of Long-term Care Materials
  1 Oct 2021 0 repositories listed
• Curriculum Discovery through an Encompassing Curriculum Learning Framework
  29 Sep 2021 0 repositories listed
• ERNIE-SPARSE: Robust Efficient Transformer Through Hierarchically Unifying Isolated Information
  29 Sep 2021 0 repositories listed
• Gradient Broadcast Adaptation: Defending against the backdoor attack in pre-trained models
  29 Sep 2021 0 repositories listed
• Modeling label correlations implicitly through latent label encodings for multi-label text classification
  29 Sep 2021 0 repositories listed
• Rank4Class: Examining Multiclass Classification through the Lens of Learning to Rank
  29 Sep 2021 0 repositories listed
• Resolving label uncertainty with implicit generative models
  29 Sep 2021 0 repositories listed
• What Makes Better Augmentation Strategies? Augment Difficult but Not too Different
  29 Sep 2021 0 repositories listed
• Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI?
  28 Sep 2021 0 repositories listed
• Small data problems in political research: a critical replication study
  27 Sep 2021 0 repositories listed
• BFClass: A Backdoor-free Text Classification Framework
  22 Sep 2021 0 repositories listed
• Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data
  22 Sep 2021 0 repositories listed
• K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering
  22 Sep 2021 0 repositories listed
• Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification
  17 Sep 2021 0 repositories listed
• Meta-Learning with Sparse Experience Replay for Lifelong Language Learning
  17 Sep 2021 0 repositories listed
• Towards Overcoming Practical Obstacles to Deploying Deep Active Learning
  17 Sep 2021 0 repositories listed
• BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification
  15 Sep 2021 0 repositories listed