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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 28 of 37: papers 2,701 to 2,800 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.

• Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?
  1 Jul 2020 0 repositories listed
• Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder
  1 Jul 2020 0 repositories listed
• Label Noise in Context
  1 Jul 2020 0 repositories listed
• SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling
  1 Jul 2020 0 repositories listed
• Tchebycheff Procedure for Multi-task Text Classification
  1 Jul 2020 0 repositories listed
• Text Classification with Negative Supervision
  1 Jul 2020 0 repositories listed
• To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks
  1 Jul 2020 0 repositories listed
• Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes
  1 Jul 2020 0 repositories listed
• Understanding Attention for Text Classification
  1 Jul 2020 0 repositories listed
• Zero-shot Text Classification via Reinforced Self-training
  1 Jul 2020 0 repositories listed
• Combine Convolution with Recurrent Networks for Text Classification
  29 Jun 2020 0 repositories listed
• Multichannel CNN with Attention for Text Classification
  29 Jun 2020 0 repositories listed
• Natural Backdoor Attack on Text Data
  29 Jun 2020 0 repositories listed
• Causality Learning: A New Perspective for Interpretable Machine Learning
  27 Jun 2020 0 repositories listed
• Uncertainty-aware Self-training for Text Classification with Few Labels
  27 Jun 2020 0 repositories listed
• Biologically Plausible Learning of Text Representation with Spiking Neural Networks
  26 Jun 2020 0 repositories listed
• Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet
  22 Jun 2020 0 repositories listed
• Visual and Textual Deep Feature Fusion for Document Image Classification
  16 Jun 2020 0 repositories listed
• To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks
  15 Jun 2020 0 repositories listed
• ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation
  11 Jun 2020 0 repositories listed
• Implicit Kernel Attention
  11 Jun 2020 0 repositories listed
• Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings
  7 Jun 2020 0 repositories listed
• Knowledge-Based Learning through Feature Generation
  6 Jun 2020 0 repositories listed
• Exploiting Class Labels to Boost Performance on Embedding-based Text Classification
  3 Jun 2020 0 repositories listed
• BERT-based Ensembles for Modeling Disclosure and Support in Conversational Social Media Text
  1 Jun 2020 0 repositories listed
• Improve Document Embedding for Text Categorization Through Deep Siamese Neural Network
  31 May 2020 0 repositories listed
• Weight Squeezing: Reparameterization for Compression and Fast Inference
  30 May 2020 0 repositories listed
• Comparing BERT against traditional machine learning text classification
  26 May 2020 0 repositories listed
• When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications
  24 May 2020 0 repositories listed
• Text Classification with Few Examples using Controlled Generalization
  18 May 2020 0 repositories listed
• iCapsNets: Towards Interpretable Capsule Networks for Text Classification
  16 May 2020 0 repositories listed
• OSACT4 Shared Task on Offensive Language Detection: Intensive Preprocessing-Based Approach
  14 May 2020 0 repositories listed
• Dynamic Memory Induction Networks for Few-Shot Text Classification
  12 May 2020 0 repositories listed
• Comparative Analysis of Text Classification Approaches in Electronic Health Records
  8 May 2020 0 repositories listed
• Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks
  5 May 2020 0 repositories listed
• Single Model Ensemble using Pseudo-Tags and Distinct Vectors
  2 May 2020 0 repositories listed
• A Corpus of Turkish Offensive Language on Social Media
  1 May 2020 0 repositories listed
• A Dataset for Multi-lingual Epidemiological Event Extraction
  1 May 2020 0 repositories listed
• Abusive language in Spanish children and young teenager's conversations: data preparation and short text classification with contextual word embeddings
  1 May 2020 0 repositories listed
• An Evaluation of Progressive Neural Networksfor Transfer Learning in Natural Language Processing
  1 May 2020 0 repositories listed
• Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language
  1 May 2020 0 repositories listed
• Evaluation of Deep Gaussian Processes for Text Classification
  1 May 2020 0 repositories listed
• Exploring the Enrichment of Basque WordNet with a Sentiment Lexicon
  1 May 2020 0 repositories listed
• High Quality ELMo Embeddings for Seven Less-Resourced Languages
  1 May 2020 0 repositories listed
• Information Space Dashboard
  1 May 2020 0 repositories listed
• Is Language Modeling Enough? Evaluating Effective Embedding Combinations
  1 May 2020 0 repositories listed
• LEDGAR: A Large-Scale Multi-label Corpus for Text Classification of Legal Provisions in Contracts
  1 May 2020 0 repositories listed
• Searching Brazilian Twitter for Signs of Mental Health Issues
  1 May 2020 0 repositories listed
• Transfer learning applied to text classification in Spanish radiological reports
  1 May 2020 0 repositories listed
• Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction
  30 Apr 2020 0 repositories listed
• Evaluating Transformer-Based Multilingual Text Classification
  29 Apr 2020 0 repositories listed
• Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification
  28 Apr 2020 0 repositories listed
• Faster Depth-Adaptive Transformers
  27 Apr 2020 0 repositories listed
• CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification
  26 Apr 2020 0 repositories listed
• UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection
  23 Apr 2020 0 repositories listed
• Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media
  21 Apr 2020 0 repositories listed
• Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples
  13 Apr 2020 0 repositories listed
• ProFormer: Towards On-Device LSH Projection Based Transformers
  13 Apr 2020 0 repositories listed
• Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction
  11 Apr 2020 0 repositories listed
• Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer
  10 Apr 2020 0 repositories listed
• Exemplar Auditing for Multi-Label Biomedical Text Classification
  7 Apr 2020 0 repositories listed
• From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture
  7 Apr 2020 0 repositories listed
• Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification
  6 Apr 2020 0 repositories listed
• Knowledge Guided Metric Learning for Few-Shot Text Classification
  4 Apr 2020 0 repositories listed
• Comparative Analysis of N-gram Text Representation on Igbo Text Document Similarity
  1 Apr 2020 0 repositories listed
• Appraisal Theories for Emotion Classification in Text
  31 Mar 2020 0 repositories listed
• A Novel Method of Extracting Topological Features from Word Embeddings
  29 Mar 2020 0 repositories listed
• Topological Data Analysis in Text Classification: Extracting Features with Additive Information
  29 Mar 2020 0 repositories listed
• Adversarial Multi-Binary Neural Network for Multi-class Classification
  25 Mar 2020 0 repositories listed
• Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
  25 Mar 2020 0 repositories listed
• Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections
  19 Mar 2020 0 repositories listed
• Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies
  18 Mar 2020 0 repositories listed
• A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification
  16 Mar 2020 0 repositories listed
• TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding
  16 Mar 2020 0 repositories listed
• Neural Generators of Sparse Local Linear Models for Achieving both Accuracy and Interpretability
  13 Mar 2020 0 repositories listed
• Generating Natural Language Adversarial Examples on a Large Scale with Generative Models
  10 Mar 2020 0 repositories listed
• Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification
  3 Mar 2020 0 repositories listed
• Meta-Embeddings Based On Self-Attention
  3 Mar 2020 0 repositories listed
• Conjugate-gradient-based Adam for stochastic optimization and its application to deep learning
  29 Feb 2020 0 repositories listed
• Label-guided Learning for Text Classification
  25 Feb 2020 0 repositories listed
• Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification
  22 Feb 2020 0 repositories listed
• Tree-structured Attention with Hierarchical Accumulation
  19 Feb 2020 0 repositories listed
• Text Classification with Lexicon from PreAttention Mechanism
  18 Feb 2020 0 repositories listed
• Learning Not to Learn in the Presence of Noisy Labels
  16 Feb 2020 0 repositories listed
• The Utility of General Domain Transfer Learning for Medical Language Tasks
  16 Feb 2020 0 repositories listed
• Comparison of Turkish Word Representations Trained on Different Morphological Forms
  13 Feb 2020 0 repositories listed
• Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning
  10 Feb 2020 0 repositories listed
• Short Text Classification via Knowledge powered Attention with Similarity Matrix based CNN
  9 Feb 2020 0 repositories listed
• Description Based Text Classification with Reinforcement Learning
  8 Feb 2020 0 repositories listed
• Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts
  5 Feb 2020 0 repositories listed
• Iterative Data Programming for Expanding Text Classification Corpora
  4 Feb 2020 0 repositories listed
• Multi-label Relation Modeling in Facial Action Units Detection
  4 Feb 2020 0 repositories listed
• FastWordBug: A Fast Method To Generate Adversarial Text Against NLP Applications
  31 Jan 2020 0 repositories listed
• Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings
  25 Jan 2020 0 repositories listed
• Deceptive AI Explanations: Creation and Detection
  21 Jan 2020 0 repositories listed
• Early Forecasting of Text Classification Accuracy and F-Measure with Active Learning
  20 Jan 2020 0 repositories listed
• Short Text Classification via Term Graph
  20 Jan 2020 0 repositories listed
• Deep Learning for Hindi Text Classification: A Comparison
  19 Jan 2020 0 repositories listed
• A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts
  15 Jan 2020 0 repositories listed
• Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits
  13 Jan 2020 0 repositories listed