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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 20 of 37: papers 1,901 to 2,000 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.

• A Semantic Approach to Negation Detection and Word Disambiguation with Natural Language Processing
  5 Feb 2023 0 repositories listed
• VuLASTE: Long Sequence Model with Abstract Syntax Tree Embedding for vulnerability Detection
  5 Feb 2023 0 repositories listed
• A New cross-domain strategy based XAI models for fake news detection
  4 Feb 2023 0 repositories listed
• Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN
  3 Feb 2023 0 repositories listed
• TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification
  3 Feb 2023 0 repositories listed
• How to choose "Good" Samples for Text Data Augmentation
  2 Feb 2023 0 repositories listed
• Evaluating TCFD Reporting: A New Application of Zero-Shot Analysis to Climate-Related Financial Disclosures
  1 Feb 2023 0 repositories listed
• Knowledge Distillation ≈ Label Smoothing: Fact or Fallacy?
  30 Jan 2023 0 repositories listed
• SLCNN: Sentence-Level Convolutional Neural Network for Text Classification
  27 Jan 2023 0 repositories listed
• When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning
  25 Jan 2023 0 repositories listed
• Rationalization for Explainable NLP: A Survey
  21 Jan 2023 0 repositories listed
• BERT-ERC: Fine-tuning BERT is Enough for Emotion Recognition in Conversation
  17 Jan 2023 0 repositories listed
• Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks
  17 Jan 2023 0 repositories listed
• Deteksi Depresi dan Kecemasan Pengguna Twitter Menggunakan Bidirectional LSTM
  11 Jan 2023 0 repositories listed
• Relevance Classification of Flood-related Twitter Posts via Multiple Transformers
  1 Jan 2023 0 repositories listed
• Distant Reading of the German Coalition Deal: Recognizing Policy Positions with BERT-based Text Classification
  30 Dec 2022 0 repositories listed
• Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification
  28 Dec 2022 0 repositories listed
• A Marker-based Neural Network System for Extracting Social Determinants of Health
  24 Dec 2022 0 repositories listed
• Generalizable Natural Language Processing Framework for Migraine Reporting from Social Media
  23 Dec 2022 0 repositories listed
• CinPatent: Datasets for Patent Classification
  23 Dec 2022 0 repositories listed
• Text classification in shipping industry using unsupervised models and Transformer based supervised models
  21 Dec 2022 0 repositories listed
• A Twitter BERT Approach for Offensive Language Detection in Marathi
  20 Dec 2022 0 repositories listed
• Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification
  20 Dec 2022 0 repositories listed
• Less is More: Parameter-Free Text Classification with Gzip
  19 Dec 2022 0 repositories listed
• Estimating the Adversarial Robustness of Attributions in Text with Transformers
  18 Dec 2022 0 repositories listed
• Azimuth: Systematic Error Analysis for Text Classification
  16 Dec 2022 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Improve Text Classification Accuracy with Intent Information
  15 Dec 2022 0 repositories listed
• The Hateful Memes Challenge Next Move
  13 Dec 2022 0 repositories listed
• CNO-LSTM: A Chaotic Neural Oscillatory Long Short-Term Memory Model for Text Classification
  12 Dec 2022 0 repositories listed
• Domain Adaptation of Transformer-Based Models using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback
  12 Dec 2022 0 repositories listed
• Earthquake Impact Analysis Based on Text Mining and Social Media Analytics
  12 Dec 2022 0 repositories listed
• Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging
  12 Dec 2022 0 repositories listed
• A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks
  10 Dec 2022 0 repositories listed
• Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification
  10 Dec 2022 0 repositories listed
• Moto: Enhancing Embedding with Multiple Joint Factors for Chinese Text Classification
  9 Dec 2022 0 repositories listed
• Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration
  5 Dec 2022 0 repositories listed
• MiLMo:Minority Multilingual Pre-trained Language Model
  4 Dec 2022 0 repositories listed
• Harnessing label semantics to extract higher performance under noisy label for Company to Industry matching
  3 Dec 2022 0 repositories listed
• Meta Learning for Few-Shot Medical Text Classification
  3 Dec 2022 0 repositories listed
• Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers
  1 Dec 2022 0 repositories listed
• An Effective Deployment of Contrastive Learning in Multi-label Text Classification
  1 Dec 2022 0 repositories listed
• Task-Specific Embeddings for Ante-Hoc Explainable Text Classification
  30 Nov 2022 0 repositories listed
• Using Text Classification with a Bayesian Correction for Estimating Overreporting in the Creditor Reporting System on Climate Adaptation Finance
  30 Nov 2022 0 repositories listed
• Compressing Cross-Lingual Multi-Task Models at Qualtrics
  29 Nov 2022 0 repositories listed
• Low-resource Personal Attribute Prediction from Conversation
  28 Nov 2022 0 repositories listed
• Understanding BLOOM: An empirical study on diverse NLP tasks
  27 Nov 2022 0 repositories listed
• Comparison Study Between Token Classification and Sequence Classification In Text Classification
  25 Nov 2022 0 repositories listed
• Embedding Compression for Text Classification Using Dictionary Screening
  23 Nov 2022 0 repositories listed
• Word-Level Representation From Bytes For Language Modeling
  23 Nov 2022 0 repositories listed
• Time-Aware Datasets are Adaptive Knowledgebases for the New Normal
  22 Nov 2022 0 repositories listed
• L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages
  21 Nov 2022 0 repositories listed
• Feature Weaken: Vicinal Data Augmentation for Classification
  20 Nov 2022 0 repositories listed
• Entity-Assisted Language Models for Identifying Check-worthy Sentences
  19 Nov 2022 0 repositories listed
• Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification
  19 Nov 2022 0 repositories listed
• 3d human motion generation from the text via gesture action classification and the autoregressive model
  18 Nov 2022 0 repositories listed
• Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering
  16 Nov 2022 0 repositories listed
• An Efficient Active Learning Pipeline for Legal Text Classification
  15 Nov 2022 0 repositories listed
• Classifying text using machine learning models and determining conversation drift
  15 Nov 2022 0 repositories listed
• VCI-LSTM: Vector Choquet Integral-based Long Short-Term Memory
  14 Nov 2022 0 repositories listed
• Towards Human-Centred Explainability Benchmarks For Text Classification
  10 Nov 2022 0 repositories listed
• Understanding Text Classification Data and Models Using Aggregated Input Salience
  10 Nov 2022 0 repositories listed
• Hyperbolic Centroid Calculations for Text Classification
  8 Nov 2022 0 repositories listed
• NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries?
  8 Nov 2022 0 repositories listed
• A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks
  4 Nov 2022 0 repositories listed
• Arabic Text Mining
  4 Nov 2022 0 repositories listed
• A General Search-based Framework for Generating Textual Counterfactual Explanations
  1 Nov 2022 0 repositories listed
• Combining Word Vector Technique and Clustering Algorithm for Credit Card Merchant Detection
  1 Nov 2022 0 repositories listed
• Enhancing Chinese Multi-Label Text Classification Performance with Response-based Knowledge Distillation
  1 Nov 2022 0 repositories listed
• QNet: A Quantum-native Sequence Encoder Architecture
  31 Oct 2022 0 repositories listed
• XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models
  30 Oct 2022 0 repositories listed
• CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification
  29 Oct 2022 0 repositories listed
• STPrompt: Semantic-guided and Task-driven prompts for Effective Few-shot Classification
  29 Oct 2022 0 repositories listed
• Assessing Phrase Break of ESL speech with Pre-trained Language Models
  28 Oct 2022 0 repositories listed
• A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking
  27 Oct 2022 0 repositories listed
• BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification
  27 Oct 2022 0 repositories listed
• Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness
  26 Oct 2022 0 repositories listed
• Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models
  26 Oct 2022 0 repositories listed
• Enhancing Product Safety in E-Commerce with NLP
  25 Oct 2022 0 repositories listed
• Improving Imbalanced Text Classification with Dynamic Curriculum Learning
  25 Oct 2022 0 repositories listed
• Revisiting Softmax for Uncertainty Approximation in Text Classification
  25 Oct 2022 0 repositories listed
• Generating Hierarchical Explanations on Text Classification Without Connecting Rules
  24 Oct 2022 0 repositories listed
• A Health Focused Text Classification Tool (HFTCT)
  23 Oct 2022 0 repositories listed
• Conformal Predictor for Improving Zero-shot Text Classification Efficiency
  23 Oct 2022 0 repositories listed
• Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification
  23 Oct 2022 0 repositories listed
• Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks
  22 Oct 2022 0 repositories listed
• Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks
  21 Oct 2022 0 repositories listed
• Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language
  19 Oct 2022 0 repositories listed
• Multi-granularity Argument Mining in Legal Texts
  17 Oct 2022 0 repositories listed
• HashFormers: Towards Vocabulary-independent Pre-trained Transformers
  14 Oct 2022 0 repositories listed
• Neural Attentive Circuits
  14 Oct 2022 0 repositories listed
• Improving Graph-Based Text Representations with Character and Word Level N-grams
  12 Oct 2022 0 repositories listed
• Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment
  11 Oct 2022 0 repositories listed
• Detecting Backdoors in Deep Text Classifiers
  11 Oct 2022 0 repositories listed
• Relational Embeddings for Language Independent Stance Detection
  11 Oct 2022 0 repositories listed
• KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification
  8 Oct 2022 0 repositories listed
• Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption
  5 Oct 2022 0 repositories listed
• Token Classification for Disambiguating Medical Abbreviations
  5 Oct 2022 0 repositories listed
• The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning
  3 Oct 2022 0 repositories listed
• How Relevant is Selective Memory Population in Lifelong Language Learning?
  3 Oct 2022 0 repositories listed
• DARTFormer: Finding The Best Type Of Attention
  2 Oct 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.