Browse State-of-the-Art › Text Classification › Papers, page 18

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 18 of 37: papers 1,701 to 1,800 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.

• RankAug: Augmented data ranking for text classification
  8 Nov 2023 0 repositories listed
• KPI Extraction from Maintenance Work Orders -- A Comparison of Expert Labeling, Text Classification and AI-Assisted Tagging for Computing Failure Rates of Wind Turbines
  7 Nov 2023 0 repositories listed
• Learning to Learn for Few-shot Continual Active Learning
  7 Nov 2023 0 repositories listed
• A Simple yet Efficient Ensemble Approach for AI-generated Text Detection
  6 Nov 2023 0 repositories listed
• Tackling Concept Shift in Text Classification using Entailment-style Modeling
  6 Nov 2023 0 repositories listed
• An energy-based comparative analysis of common approaches to text classification in the Legal domain
  2 Nov 2023 0 repositories listed
• Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT
  31 Oct 2023 0 repositories listed
• Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning
  31 Oct 2023 0 repositories listed
• XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision
  31 Oct 2023 0 repositories listed
• Do Not Harm Protected Groups in Debiasing Language Representation Models
  27 Oct 2023 0 repositories listed
• Sample based Explanations via Generalized Representers
  27 Oct 2023 0 repositories listed
• Multi-label Text Classification using GloVe and Neural Network Models
  25 Oct 2023 0 repositories listed
• On the Interplay between Fairness and Explainability
  25 Oct 2023 0 repositories listed
• Label-Aware Automatic Verbalizer for Few-Shot Text Classification
  19 Oct 2023 0 repositories listed
• MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations
  19 Oct 2023 0 repositories listed
• Learning under Label Proportions for Text Classification
  18 Oct 2023 0 repositories listed
• Rather a Nurse than a Physician -- Contrastive Explanations under Investigation
  18 Oct 2023 0 repositories listed
• The effect of stemming and lemmatization on Portuguese fake news text classification
  17 Oct 2023 0 repositories listed
• A Comprehensive Study of Privacy Risks in Curriculum Learning
  16 Oct 2023 0 repositories listed
• VIBE: Topic-Driven Temporal Adaptation for Twitter Classification
  16 Oct 2023 0 repositories listed
• Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks
  15 Oct 2023 0 repositories listed
• Analyzing Textual Data for Fatality Classification in Afghanistan's Armed Conflicts: A BERT Approach
  12 Oct 2023 0 repositories listed
• Effects of Human Adversarial and Affable Samples on BERT Generalization
  12 Oct 2023 0 repositories listed
• Multiclass Classification of Policy Documents with Large Language Models
  12 Oct 2023 0 repositories listed
• Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality
  11 Oct 2023 0 repositories listed
• Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
  11 Oct 2023 0 repositories listed
• A Comparative Study of Transformer-based Neural Text Representation Techniques on Bug Triaging
  10 Oct 2023 0 repositories listed
• Evaluating Explanation Methods for Vision-and-Language Navigation
  10 Oct 2023 0 repositories listed
• Self-Supervised Representation Learning for Online Handwriting Text Classification
  10 Oct 2023 0 repositories listed
• BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions
  9 Oct 2023 0 repositories listed
• Exploring the Maze of Multilingual Modeling
  9 Oct 2023 0 repositories listed
• Unleashing the power of Neural Collapse for Transferability Estimation
  9 Oct 2023 0 repositories listed
• Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation
  4 Oct 2023 0 repositories listed
• Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes
  3 Oct 2023 0 repositories listed
• Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages
  3 Oct 2023 0 repositories listed
• Robust Sentiment Analysis for Low Resource languages Using Data Augmentation Approaches: A Case Study in Marathi
  1 Oct 2023 0 repositories listed
• Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning
  26 Sep 2023 0 repositories listed
• Exploring Small Language Models with Prompt-Learning Paradigm for Efficient Domain-Specific Text Classification
  26 Sep 2023 0 repositories listed
• Learning Using Generated Privileged Information by Text-to-Image Diffusion Models
  26 Sep 2023 0 repositories listed
• Text Classification: A Perspective of Deep Learning Methods
  24 Sep 2023 0 repositories listed
• Towards LLM-guided Causal Explainability for Black-box Text Classifiers
  23 Sep 2023 0 repositories listed
• BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP
  22 Sep 2023 0 repositories listed
• Automating construction contract review using knowledge graph-enhanced large language models
  21 Sep 2023 0 repositories listed
• In-Context Learning for Text Classification with Many Labels
  19 Sep 2023 0 repositories listed
• Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi
  19 Sep 2023 0 repositories listed
• Semantic Text Compression for Classification
  19 Sep 2023 0 repositories listed
• Not Enough Labeled Data? Just Add Semantics: A Data-Efficient Method for Inferring Online Health Texts
  18 Sep 2023 0 repositories listed
• Ambiguity-Aware In-Context Learning with Large Language Models
  14 Sep 2023 0 repositories listed
• Generative AI Text Classification using Ensemble LLM Approaches
  14 Sep 2023 0 repositories listed
• Text Classification of Cancer Clinical Trial Eligibility Criteria
  14 Sep 2023 0 repositories listed
• CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts
  11 Sep 2023 0 repositories listed
• Retrieval-Augmented Meta Learning for Low-Resource Text Classification
  10 Sep 2023 0 repositories listed
• Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations
  8 Sep 2023 0 repositories listed
• Sample Size in Natural Language Processing within Healthcare Research
  5 Sep 2023 0 repositories listed
• TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification
  29 Aug 2023 0 repositories listed
• Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance
  28 Aug 2023 0 repositories listed
• Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts
  28 Aug 2023 0 repositories listed
• Compressor-Based Classification for Atrial Fibrillation Detection
  25 Aug 2023 0 repositories listed
• GRASP: A Rehearsal Policy for Efficient Online Continual Learning
  25 Aug 2023 0 repositories listed
• SEA: Shareable and Explainable Attribution for Query-based Black-box Attacks
  23 Aug 2023 0 repositories listed
• Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices
  22 Aug 2023 0 repositories listed
• Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset
  21 Aug 2023 0 repositories listed
• Open, Closed, or Small Language Models for Text Classification?
  19 Aug 2023 0 repositories listed
• Optimizing Multi-Class Text Classification: A Diverse Stacking Ensemble Framework Utilizing Transformers
  19 Aug 2023 0 repositories listed
• Accelerated materials language processing enabled by GPT
  18 Aug 2023 0 repositories listed
• Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification
  18 Aug 2023 0 repositories listed
• Approximating Human-Like Few-shot Learning with GPT-based Compression
  14 Aug 2023 0 repositories listed
• Weakly Supervised Text Classification on Free Text Comments in Patient-Reported Outcome Measures
  11 Aug 2023 0 repositories listed
• Exploring Machine Learning and Transformer-based Approaches for Deceptive Text Classification: A Comparative Analysis
  10 Aug 2023 0 repositories listed
• Emotion-Conditioned Text Generation through Automatic Prompt Optimization
  9 Aug 2023 0 repositories listed
• A Comparative Study on TF-IDF feature Weighting Method and its Analysis using Unstructured Dataset
  8 Aug 2023 0 repositories listed
• Ahead of the Text: Leveraging Entity Preposition for Financial Relation Extraction
  8 Aug 2023 0 repositories listed
• Mondrian: Prompt Abstraction Attack Against Large Language Models for Cheaper API Pricing
  7 Aug 2023 0 repositories listed
• Textual Data Mining for Financial Fraud Detection: A Deep Learning Approach
  5 Aug 2023 0 repositories listed
• From Fake to Hyperpartisan News Detection Using Domain Adaptation
  4 Aug 2023 0 repositories listed
• Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification
  4 Aug 2023 0 repositories listed
• Food Classification using Joint Representation of Visual and Textual Data
  3 Aug 2023 0 repositories listed
• Supply chain emission estimation using large language models
  3 Aug 2023 0 repositories listed
• Tag Prediction of Competitive Programming Problems using Deep Learning Techniques
  3 Aug 2023 0 repositories listed
• Feature-aware conditional GAN for category text generation
  2 Aug 2023 0 repositories listed
• Industrial Memories: Exploring the Findings of Government Inquiries with Neural Word Embedding and Machine Learning
  2 Aug 2023 0 repositories listed
• Changes in Policy Preferences in German Tweets during the COVID Pandemic
  31 Jul 2023 0 repositories listed
• Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks
  31 Jul 2023 0 repositories listed
• LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning
  30 Jul 2023 0 repositories listed
• Recent Advances in Hierarchical Multi-label Text Classification: A Survey
  30 Jul 2023 0 repositories listed
• ARC-NLP at PAN 2023: Hierarchical Long Text Classification for Trigger Detection
  27 Jul 2023 0 repositories listed
• Retrieval-based Text Selection for Addressing Class-Imbalanced Data in Classification
  27 Jul 2023 0 repositories listed
• Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation
  24 Jul 2023 0 repositories listed
• CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study
  21 Jul 2023 0 repositories listed
• DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce
  21 Jul 2023 0 repositories listed
• Unmasking Falsehoods in Reviews: An Exploration of NLP Techniques
  20 Jul 2023 0 repositories listed
• Linearized Relative Positional Encoding
  18 Jul 2023 0 repositories listed
• Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers
  18 Jul 2023 0 repositories listed
• Analyzing the Impact of Adversarial Examples on Explainable Machine Learning
  17 Jul 2023 0 repositories listed
• Fast Quantum Algorithm for Attention Computation
  16 Jul 2023 0 repositories listed
• Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT
  14 Jul 2023 0 repositories listed
• S2vNTM: Semi-supervised vMF Neural Topic Modeling
  6 Jul 2023 0 repositories listed
• Open-Source LLMs for Text Annotation: A Practical Guide for Model Setting and Fine-Tuning
  5 Jul 2023 0 repositories listed
• KDSTM: Neural Semi-supervised Topic Modeling with Knowledge Distillation
  4 Jul 2023 0 repositories listed Syntology 6 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
• SCAT: Robust Self-supervised Contrastive Learning via Adversarial Training for Text Classification
  4 Jul 2023 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.