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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 22 of 31: papers 2,101 to 2,200 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.

• 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
• 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
• 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
• YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images
  1 Aug 2021 0 repositories listed
• Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning
  27 Jul 2021 0 repositories listed
• Denoising and Segmentation of Epigraphical Scripts
  25 Jul 2021 0 repositories listed
• Graph Convolutional Network with Generalized Factorized Bilinear Aggregation
  24 Jul 2021 0 repositories listed
• Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss
  23 Jul 2021 0 repositories listed
• Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification
  22 Jul 2021 0 repositories listed
• Impacts Towards a comprehensive assessment of the book impact by integrating multiple evaluation sources
  22 Jul 2021 0 repositories listed
• Comparison of Czech Transformers on Text Classification Tasks
  21 Jul 2021 0 repositories listed
• Improved Text Classification via Contrastive Adversarial Training
  21 Jul 2021 0 repositories listed
• Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives
  20 Jul 2021 0 repositories listed
• Statistical Estimation from Dependent Data
  20 Jul 2021 0 repositories listed
• Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study
  19 Jul 2021 0 repositories listed
• ALLWAS: Active Learning on Language models in WASserstein space
  17 Jul 2021 0 repositories listed
• Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling
  17 Jul 2021 0 repositories listed
• Using Language Models on Low-end Hardware
  17 Jul 2021 0 repositories listed
• Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan
  16 Jul 2021 0 repositories listed
• Pseudo-labelling Enhanced Media Bias Detection
  16 Jul 2021 0 repositories listed
• The Application of Active Query K-Means in Text Classification
  16 Jul 2021 0 repositories listed
• A Survey on Data Augmentation for Text Classification
  7 Jul 2021 0 repositories listed
• Hierarchical Text Classification of Urdu News using Deep Neural Network
  7 Jul 2021 0 repositories listed
• An Ensemble Noise-Robust K-fold Cross-Validation Selection Method for Noisy Labels
  6 Jul 2021 0 repositories listed
• Bengali text document categorization based on very deep convolution neural network
  2 Jul 2021 0 repositories listed
• Transformer-F: A Transformer network with effective methods for learning universal sentence representation
  2 Jul 2021 0 repositories listed
• DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval
  1 Jul 2021 0 repositories listed
• Classification of Consumer Belief Statements From Social Media
  29 Jun 2021 0 repositories listed
• byteSteady: Fast Classification Using Byte-Level n-Gram Embeddings
  24 Jun 2021 0 repositories listed
• Evaluation of Representation Models for Text Classification with AutoML Tools
  24 Jun 2021 0 repositories listed
• Graph Routing between Capsules
  22 Jun 2021 0 repositories listed
• A Turing Test for Transparency
  21 Jun 2021 0 repositories listed
• Ad Text Classification with Transformer-Based Natural Language Processing Methods
  21 Jun 2021 0 repositories listed
• Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification
  21 Jun 2021 0 repositories listed
• Label prompt for multi-label text classification
  18 Jun 2021 0 repositories listed
• Joining datasets via data augmentation in the label space for neural networks
  17 Jun 2021 0 repositories listed
• On Evaluation and Improvement of Tail Label Performance for Multi-label Text Classification
  16 Jun 2021 0 repositories listed
• Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021
  10 Jun 2021 0 repositories listed
• Investigating sanity checks for saliency maps with image and text classification
  8 Jun 2021 0 repositories listed
• Identifying Populist Paragraphs in Text: A machine-learning approach
  6 Jun 2021 0 repositories listed
• Recursive Tree Attention: Improving Semantic Representations with Syntactic Tree Structured Attention Mechanism
  4 Jun 2021 0 repositories listed
• belabBERT: a Dutch RoBERTa-based language model applied to psychiatric classification
  2 Jun 2021 0 repositories listed
• Discrete Cosine Transform as Universal Sentence Encoder
  2 Jun 2021 0 repositories listed
• Is Sparse Attention more Interpretable?
  2 Jun 2021 0 repositories listed
• Certified Robustness to Word Substitution Attack with Differential Privacy
  1 Jun 2021 0 repositories listed
• Inductive Topic Variational Graph Auto-Encoder for Text Classification
  1 Jun 2021 0 repositories listed