Browse State-of-the-Art › Text Classification › Papers, page 24

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 24 of 37: papers 2,301 to 2,400 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.

• 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
• Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets
  27 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
• The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification
  15 Sep 2021 0 repositories listed
• Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder
  14 Sep 2021 0 repositories listed
• Semantic Answer Type Prediction using BERT: IAI at the ISWC SMART Task 2020
  14 Sep 2021 0 repositories listed
• Traffic Event Detection as a Slot Filling Problem
  13 Sep 2021 0 repositories listed
• Good-Enough Example Extrapolation
  12 Sep 2021 0 repositories listed
• PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction
  11 Sep 2021 0 repositories listed
• Dual-State Capsule Networks for Text Classification
  10 Sep 2021 0 repositories listed
• EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling
  10 Sep 2021 0 repositories listed
• Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach
  9 Sep 2021 0 repositories listed
• Automated Robustness with Adversarial Training as a Post-Processing Step
  6 Sep 2021 0 repositories listed
• ALLWAS: Active Learning on Language models in WASserstein space
  3 Sep 2021 0 repositories listed
• LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training
  2 Sep 2021 0 repositories listed
• Text Classification for Predicting Multi-level Product Categories
  2 Sep 2021 0 repositories listed
• A Dutch Dataset for Cross-lingual Multilabel Toxicity Detection
  1 Sep 2021 0 repositories listed
• Efficient Multilingual Text Classification for Indian Languages
  1 Sep 2021 0 repositories listed
• Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea
  1 Sep 2021 0 repositories listed
• Headnote Prediction Using Machine Learning
  1 Sep 2021 0 repositories listed
• Interpretable Identification of Cybersecurity Vulnerabilities from News Articles
  1 Sep 2021 0 repositories listed
• On the Usefulness of Personality Traits in Opinion-oriented Tasks
  1 Sep 2021 0 repositories listed
• RED: A Novel Dataset for Romanian Emotion Detection from Tweets
  1 Sep 2021 0 repositories listed
• Text Preprocessing and its Implications in a Digital Humanities Project
  1 Sep 2021 0 repositories listed
• Towards Sentiment Analysis of Tobacco Products’ Usage in Social Media
  1 Sep 2021 0 repositories listed
• Towards Task-Agnostic Privacy- and Utility-Preserving Models
  1 Sep 2021 0 repositories listed
• What Have Been Learned & What Should Be Learned? An Empirical Study of How to Selectively Augment Text for Classification
  1 Sep 2021 0 repositories listed
• Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning
  31 Aug 2021 0 repositories listed
• Explaining Classes through Word Attribution
  31 Aug 2021 0 repositories listed
• Prototype-Guided Memory Replay for Continual Learning
  28 Aug 2021 0 repositories listed
• Fine-Tuning Pretrained Language Models With Label Attention for Biomedical Text Classification
  26 Aug 2021 0 repositories listed
• The Word is Mightier than the Label: Learning without Pointillistic Labels using Data Programming
  24 Aug 2021 0 repositories listed
• Deploying a BERT-based Query-Title Relevance Classifier in a Production System: a View from the Trenches
  23 Aug 2021 0 repositories listed
• Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification
  17 Aug 2021 0 repositories listed
• Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report
  17 Aug 2021 0 repositories listed
• Deep Active Learning for Text Classification with Diverse Interpretations
  15 Aug 2021 0 repositories listed
• Attacks against Ranking Algorithms with Text Embeddings: a Case Study on Recruitment Algorithms
  12 Aug 2021 0 repositories listed
• Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning
  6 Aug 2021 0 repositories listed
• Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP
  5 Aug 2021 0 repositories listed
• Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach
  5 Aug 2021 0 repositories listed
• With One Voice: Composing a Travel Voice Assistant from Re-purposed Models
  4 Aug 2021 0 repositories listed
• A Dynamic Head Importance Computation Mechanism for Neural Machine Translation
  3 Aug 2021 0 repositories listed
• Your fairness may vary: Pretrained language model fairness in toxic text classification
  3 Aug 2021 0 repositories listed
• ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles
  1 Aug 2021 0 repositories listed
• An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation
  1 Aug 2021 0 repositories listed
• BanditMTL: Bandit-based Multi-task Learning for Text Classification
  1 Aug 2021 0 repositories listed
• BDCN: Semantic Embedding Self-explanatory Breast Diagnostic Capsules Network
  1 Aug 2021 0 repositories listed
• BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation
  1 Aug 2021 0 repositories listed
• Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification
  1 Aug 2021 0 repositories listed
• ``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms
  1 Aug 2021 0 repositories listed
• hub at SemEval-2021 Task 7: Fusion of ALBERT and Word Frequency Information Detecting and Rating Humor and Offense
  1 Aug 2021 0 repositories listed
• IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification
  1 Aug 2021 0 repositories listed
• Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting
  1 Aug 2021 0 repositories listed
• Label-Specific Dual Graph Neural Network for Multi-Label Text Classification
  1 Aug 2021 0 repositories listed
• Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification
  1 Aug 2021 0 repositories listed
• LZ1904 at SemEval-2021 Task 5: Bi-LSTM-CRF for Toxic Span Detection using Pretrained Word Embedding
  1 Aug 2021 0 repositories listed
• Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation
  1 Aug 2021 0 repositories listed
• Multilingual Protest News Detection - Shared Task 1, CASE 2021
  1 Aug 2021 0 repositories listed
• On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction
  1 Aug 2021 0 repositories listed
• OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification
  1 Aug 2021 0 repositories listed
• Semi-Supervised Text Classification with Balanced Deep Representation Distributions
  1 Aug 2021 0 repositories listed
• Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification
  1 Aug 2021 0 repositories listed