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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 23 of 37: papers 2,201 to 2,300 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.

• ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling
  4 Jan 2022 0 repositories listed
• Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models
  3 Jan 2022 0 repositories listed
• On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations
  2 Jan 2022 0 repositories listed
• Does QA-based intermediate training help fine-tuning language models for text classification?
  30 Dec 2021 0 repositories listed
• RheFrameDetect: A Text Classification System for Automatic Detection of Rhetorical Frames in AI from Open Sources
  30 Dec 2021 0 repositories listed
• TextRGNN: Residual Graph Neural Networks for Text Classification
  30 Dec 2021 0 repositories listed
• LINDA: Unsupervised Learning to Interpolate in Natural Language Processing
  28 Dec 2021 0 repositories listed
• Bi-Directional Recurrent Neural Ordinary Differential Equations for Social Media Text Classification
  23 Dec 2021 0 repositories listed
• Supervised Graph Contrastive Pretraining for Text Classification
  21 Dec 2021 0 repositories listed
• Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
  18 Dec 2021 0 repositories listed
• Embedding Convolutions for Short Text Extreme Classification with Millions of Labels
  17 Dec 2021 0 repositories listed
• ME-GCN: Multi-dimensional Edge-Enhanced Graph Convolutional Networks for Semi-supervised Text Classification
  17 Dec 2021 0 repositories listed
• ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification
  16 Dec 2021 0 repositories listed
• Khmer Text Classification Using Word Embedding and Neural Networks
  13 Dec 2021 0 repositories listed
• Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain
  10 Dec 2021 0 repositories listed
• CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification
  7 Dec 2021 0 repositories listed
• Reducing Target Group Bias in Hate Speech Detectors
  7 Dec 2021 0 repositories listed
• Multi-View Active Learning for Short Text Classification in User-Generated Data
  5 Dec 2021 0 repositories listed
• Multilingual Text Classification for Dravidian Languages
  3 Dec 2021 0 repositories listed
• Multitask Finetuning for Improving Neural Machine Translation in Indian Languages
  3 Dec 2021 0 repositories listed
• An Approach to the Frugal Use of Human Annotators to Scale up Auto-coding for Text Classification Tasks
  1 Dec 2021 0 repositories listed
• MUCIC at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using N-grams and Multilingual Sentence Encoders
  1 Dec 2021 0 repositories listed
• Text classification problems via BERT embedding method and graph convolutional neural network
  30 Nov 2021 0 repositories listed
• Selection of pseudo-annotated data for adverse drug reaction classification across drug groups
  24 Nov 2021 0 repositories listed
• SimpleTRON: Simple Transformer with O(N) Complexity
  23 Nov 2021 0 repositories listed
• Can depth-adaptive BERT perform better on binary classification tasks
  22 Nov 2021 0 repositories listed
• Hierarchical Text Classification As Sub-Hierarchy Sequence Generation
  22 Nov 2021 0 repositories listed
• Weakly Supervised Prototype Topic Model with Discriminative Seed Words: Modifying the Category Prior by Self-exploring Supervised Signals
  20 Nov 2021 0 repositories listed
• Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification
  17 Nov 2021 0 repositories listed
• A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification
  16 Nov 2021 0 repositories listed
• A Novel Efficient and Effective Preprocessing Strategy for Text Classification
  16 Nov 2021 0 repositories listed
• A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification
  16 Nov 2021 0 repositories listed
• A simple log-based loss function for ordinal text classification
  16 Nov 2021 0 repositories listed
• BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla
  16 Nov 2021 0 repositories listed
• BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification
  16 Nov 2021 0 repositories listed
• BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries
  16 Nov 2021 0 repositories listed
• CINO: A Chinese Minority Pre-trained Language Model
  16 Nov 2021 0 repositories listed
• 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
• Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification
  1 Nov 2021 0 repositories listed
• On the Transferability of Adversarial Attacks against Neural Text Classifier
  1 Nov 2021 0 repositories listed
• Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics
  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
• RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity 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