Browse State-of-the-Art › text-classification › Papers, page 24

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 24 of 31: papers 2,301 to 2,400 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.

• 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
• 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
• 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
• 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