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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 27 of 37: papers 2,601 to 2,700 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.

• DoLFIn: Distributions over Latent Features for Interpretability
  10 Nov 2020 0 repositories listed
• EstBERT: A Pretrained Language-Specific BERT for Estonian
  9 Nov 2020 0 repositories listed
• Experiencers, Stimuli, or Targets: Which Semantic Roles Enable Machine Learning to Infer the Emotions?
  3 Nov 2020 0 repositories listed
• An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution
  2 Nov 2020 0 repositories listed
• A Semantics-based Approach to Disclosure Classification in User-Generated Online Content
  1 Nov 2020 0 repositories listed
• Balancing via Generation for Multi-Class Text Classification Improvement
  1 Nov 2020 0 repositories listed
• Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks
  1 Nov 2020 0 repositories listed
• Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions
  1 Nov 2020 0 repositories listed
• CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features
  1 Nov 2020 0 repositories listed
• Enhance Robustness of Sequence Labelling with Masked Adversarial Training
  1 Nov 2020 0 repositories listed
• Exploring Coreference Features in Heterogeneous Data
  1 Nov 2020 0 repositories listed
• FENAS: Flexible and Expressive Neural Architecture Search
  1 Nov 2020 0 repositories listed
• HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification
  1 Nov 2020 0 repositories listed
• Less is More: Attention Supervision with Counterfactuals for Text Classification
  1 Nov 2020 0 repositories listed
• Leveraging Multilingual Resources for Language Invariant Sentiment Analysis
  1 Nov 2020 0 repositories listed
• Medical Concept Normalization in User-Generated Texts by Learning Target Concept Embeddings
  1 Nov 2020 0 repositories listed
• Multi-pretraining for Large-scale Text Classification
  1 Nov 2020 0 repositories listed
• NHK_STRL at WNUT-2020 Task 2: GATs with Syntactic Dependencies as Edges and CTC-based Loss for Text Classification
  1 Nov 2020 0 repositories listed
• SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain
  1 Nov 2020 0 repositories listed
• Task-oriented Domain-specific Meta-Embedding for Text Classification
  1 Nov 2020 0 repositories listed
• Text Graph Transformer for Document Classification
  1 Nov 2020 0 repositories listed
• UET at WNUT-2020 Task 2: A Study of Combining Transfer Learning Methods for Text Classification with RoBERTa
  1 Nov 2020 0 repositories listed
• Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling
  1 Nov 2020 0 repositories listed
• Short Text Classification Approach to Identify Child Sexual Exploitation Material
  29 Oct 2020 0 repositories listed
• A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation
  28 Oct 2020 0 repositories listed
• On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning
  24 Oct 2020 0 repositories listed
• Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification
  23 Oct 2020 0 repositories listed
• Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers
  22 Oct 2020 0 repositories listed
• Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data
  22 Oct 2020 0 repositories listed
• Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
  21 Oct 2020 0 repositories listed
• Quasi Error-free Text Classification and Authorship Recognition in a large Corpus of English Literature based on a Novel Feature Set
  21 Oct 2020 0 repositories listed
• Stacking Neural Network Models for Automatic Short Answer Scoring
  21 Oct 2020 0 repositories listed
• Performance of Transfer Learning Model vs. Traditional Neural Network in Low System Resource Environment
  20 Oct 2020 0 repositories listed
• Text Classification of Manifestos and COVID-19 Press Briefings using BERT and Convolutional Neural Networks
  20 Oct 2020 0 repositories listed
• ReGAL: Rule-Generative Active Learning for Model-in-the-Loop Weak Supervision
  16 Oct 2020 0 repositories listed
• Local vs. Global interpretations for NLP
  15 Oct 2020 0 repositories listed
• Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming
  15 Oct 2020 0 repositories listed
• Geometry matters: Exploring language examples at the decision boundary
  14 Oct 2020 0 repositories listed
• Weight Squeezing: Reparameterization for Knowledge Transfer and Model Compression
  14 Oct 2020 0 repositories listed
• Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!
  13 Oct 2020 0 repositories listed
• Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification
  12 Oct 2020 0 repositories listed
• Gradient-based Analysis of NLP Models is Manipulable
  12 Oct 2020 0 repositories listed
• Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations
  12 Oct 2020 0 repositories listed
• Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only
  11 Oct 2020 0 repositories listed
• End to End Binarized Neural Networks for Text Classification
  11 Oct 2020 0 repositories listed
• Adversarial Self-Supervised Data-Free Distillation for Text Classification
  10 Oct 2020 0 repositories listed
• Betti numbers of attention graphs is all you really need
  10 Oct 2020 0 repositories listed
• Causal Feature Selection with Dimension Reduction for Interpretable Text Classification
  9 Oct 2020 0 repositories listed
• A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks
  7 Oct 2020 0 repositories listed
• Multi-label classification of promotions in digital leaflets using textual and visual information
  7 Oct 2020 0 repositories listed
• Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging
  6 Oct 2020 0 repositories listed
• Efficient Meta Lifelong-Learning with Limited Memory
  6 Oct 2020 0 repositories listed
• On the Effects of Knowledge-Augmented Data in Word Embeddings
  5 Oct 2020 0 repositories listed
• Data-Efficient Pretraining via Contrastive Self-Supervision
  2 Oct 2020 0 repositories listed
• TextDecepter: Hard Label Black Box Attack on Text Classification
  2 Oct 2020 0 repositories listed
• Evaluating Multilingual BERT for Estonian
  1 Oct 2020 0 repositories listed
• Imbalanced Chinese Multi-label Text Classification Based on Alternating Attention
  1 Oct 2020 0 repositories listed
• Low-Resource Text Classification via Cross-lingual Language Model Fine-tuning
  1 Oct 2020 0 repositories listed
• Recognition Method of Important Words in Korean Text based on Reinforcement Learning
  1 Oct 2020 0 repositories listed
• 融入多尺度特征注意力的胶囊神经网络及其在文本分类中的应用(Incorporating Multi-scale Feature Attention into Capsule Network and its Application in Text Classification)
  1 Oct 2020 0 repositories listed
• Neural Topic Modeling with Cycle-Consistent Adversarial Training
  29 Sep 2020 0 repositories listed
• A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese
  28 Sep 2020 0 repositories listed
• Self-supervised Contrastive Zero to Few-shot Learning from Small, Long-tailed Text data
  28 Sep 2020 0 repositories listed
• VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation
  28 Sep 2020 0 repositories listed
• Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
  23 Sep 2020 0 repositories listed
• Text Classification with Novelty Detection
  23 Sep 2020 0 repositories listed
• Modeling Text with Decision Forests using Categorical-Set Splits
  21 Sep 2020 0 repositories listed
• Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations
  19 Sep 2020 0 repositories listed
• Margin-Based Regularization and Selective Sampling in Deep Neural Networks
  13 Sep 2020 0 repositories listed
• CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models
  12 Sep 2020 0 repositories listed
• A Comparison of LSTM and BERT for Small Corpus
  11 Sep 2020 0 repositories listed
• Investigating Gender Bias in BERT
  10 Sep 2020 0 repositories listed
• COVCOR20 at WNUT-2020 Task 2: An Attempt to Combine Deep Learning and Expert rules
  7 Sep 2020 0 repositories listed
• Combining Dependency Parser and GNN models for Text Classification
  1 Sep 2020 0 repositories listed
• An Intelligent CNN-VAE Text Representation Technology Based on Text Semantics for Comprehensive Big Data
  28 Aug 2020 0 repositories listed
• SHAP values for Explaining CNN-based Text Classification Models
  26 Aug 2020 0 repositories listed
• Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology
  21 Aug 2020 0 repositories listed
• Turkish Text Classification: From Lexicon Analysis to Bidirectional Transformer
  21 Aug 2020 0 repositories listed
• HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification
  19 Aug 2020 0 repositories listed
• A Survey of Active Learning for Text Classification using Deep Neural Networks
  17 Aug 2020 0 repositories listed
• Model Robustness with Text Classification: Semantic-preserving adversarial attacks
  12 Aug 2020 0 repositories listed
• Text Classification based on Multi-granularity Attention Hybrid Neural Network
  12 Aug 2020 0 repositories listed
• A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification
  11 Aug 2020 0 repositories listed
• Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification
  29 Jul 2020 0 repositories listed
• MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks
  29 Jul 2020 0 repositories listed
• Diagnosing Concept Drift with Visual Analytics
  28 Jul 2020 0 repositories listed
• Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding
  25 Jul 2020 0 repositories listed
• Inferring Political Preferences from Twitter
  21 Jul 2020 0 repositories listed
• Training with reduced precision of a support vector machine model for text classification
  17 Jul 2020 0 repositories listed
• Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks
  15 Jul 2020 0 repositories listed
• Add a SideNet to your MainNet
  14 Jul 2020 0 repositories listed
• An Enhanced Text Classification to Explore Health based Indian Government Policy Tweets
  13 Jul 2020 0 repositories listed
• Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification
  11 Jul 2020 0 repositories listed
• Text Data Augmentation: Towards better detection of spear-phishing emails
  4 Jul 2020 0 repositories listed
• A Novel BGCapsule Network for Text Classification
  2 Jul 2020 0 repositories listed
• Lightme: Analysing Language in Internet Support Groups for Mental Health
  2 Jul 2020 0 repositories listed
• A Comparison of Identification Methods of Brazilian Music Styles by Lyrics
  1 Jul 2020 0 repositories listed
• Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event
  1 Jul 2020 0 repositories listed
• Feature Projection for Improved Text Classification
  1 Jul 2020 0 repositories listed
• Hierarchy-Aware Global Model for Hierarchical Text Classification
  1 Jul 2020 0 repositories listed