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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 20 of 31: papers 1,901 to 2,000 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.

• A Framework for Interactive Knowledge-Aided Machine Teaching
  21 Apr 2022 0 repositories listed
• Few-shot learning for medical text: A systematic review
  21 Apr 2022 0 repositories listed
• Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi
  19 Apr 2022 0 repositories listed
• HFT-ONLSTM: Hierarchical and Fine-Tuning Multi-label Text Classification
  18 Apr 2022 0 repositories listed
• Zero-shot Entity and Tweet Characterization with Designed Conditional Prompts and Contexts
  18 Apr 2022 0 repositories listed
• Pathologies of Pre-trained Language Models in Few-shot Fine-tuning
  17 Apr 2022 0 repositories listed
• Shedding New Light on the Language of the Dark Web
  14 Apr 2022 0 repositories listed
• An Ensemble Learning Based Approach to Multi-label Power Text Classification for Fault-type Recognition
  13 Apr 2022 0 repositories listed
• TangoBERT: Reducing Inference Cost by using Cascaded Architecture
  13 Apr 2022 0 repositories listed
• MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification
  11 Apr 2022 0 repositories listed
• Understanding, Detecting, and Separating Out-of-Distribution Samples and Adversarial Samples in Text Classification
  9 Apr 2022 0 repositories listed
• Constrained Sequence-to-Tree Generation for Hierarchical Text Classification
  2 Apr 2022 0 repositories listed
• Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification
  2 Apr 2022 0 repositories listed
• Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions
  2 Apr 2022 0 repositories listed
• Medical Dataset Classification for Kurdish Short Text over Social Media
  26 Mar 2022 0 repositories listed
• ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention
  23 Mar 2022 0 repositories listed
• Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
  22 Mar 2022 0 repositories listed
• Academic Resource Text Level Multi-label Classification based on Attention
  21 Mar 2022 0 repositories listed
• Measuring Fairness of Text Classifiers via Prediction Sensitivity
  16 Mar 2022 0 repositories listed
• A Survey of Adversarial Defences and Robustness in NLP
  12 Mar 2022 0 repositories listed
• TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification
  10 Mar 2022 0 repositories listed
• A practical framework for multi-domain speech recognition and an instance sampling method to neural language modeling
  9 Mar 2022 0 repositories listed
• Memory Efficient Continual Learning with Transformers
  9 Mar 2022 0 repositories listed
• Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification
  6 Mar 2022 0 repositories listed
• Story Point Effort Estimation by Text Level Graph Neural Network
  6 Mar 2022 0 repositories listed
• Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation
  3 Mar 2022 0 repositories listed
• CINO: A Chinese Minority Pre-trained Language Model
  28 Feb 2022 0 repositories listed
• Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training
  28 Feb 2022 0 repositories listed
• Prompt-Learning for Short Text Classification
  23 Feb 2022 0 repositories listed
• When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
  17 Feb 2022 0 repositories listed
• Incremental user embedding modeling for personalized text classification
  13 Feb 2022 0 repositories listed
• Development and Comparison of Scoring Functions in Curriculum Learning
  10 Feb 2022 0 repositories listed
• Counterfactual Multi-Token Fairness in Text Classification
  8 Feb 2022 0 repositories listed
• Improving Probabilistic Models in Text Classification via Active Learning
  5 Feb 2022 0 repositories listed
• LST: Lexicon-Guided Self-Training for Few-Shot Text Classification
  5 Feb 2022 0 repositories listed
• Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods
  4 Feb 2022 0 repositories listed
• Co-Regularized Adversarial Learning for Multi-Domain Text Classification
  30 Jan 2022 0 repositories listed
• Maximum Batch Frobenius Norm for Multi-Domain Text Classification
  29 Jan 2022 0 repositories listed
• Dominant Set-based Active Learning for Text Classification and its Application to Online Social Media
  28 Jan 2022 0 repositories listed
• Pair-Level Supervised Contrastive Learning for Natural Language Inference
  26 Jan 2022 0 repositories listed
• Toward a More Populous Online Platform: The Economic Impacts of Compensated Reviews
  26 Jan 2022 0 repositories listed
• Suicidal Ideation Detection on Social Media: A Review of Machine Learning Methods
  25 Jan 2022 0 repositories listed
• Classification Of Fake News Headline Based On Neural Networks
  24 Jan 2022 0 repositories listed
• Development of Fake News Model using Machine Learning through Natural Language Processing
  19 Jan 2022 0 repositories listed
• A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis
  18 Jan 2022 0 repositories listed
• Hierarchical Neural Network Approaches for Long Document Classification
  18 Jan 2022 0 repositories listed
• AcTune: Uncertainty-Aware Active Self-Training for Active Fine-Tuning of Pretrained Language Models
  16 Jan 2022 0 repositories listed
• Exposing the Limits of Video-Text Models through Contrast Sets
  16 Jan 2022 0 repositories listed
• Extreme Zero-Shot Learning for Extreme Text Classification
  16 Jan 2022 0 repositories listed
• FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
  16 Jan 2022 0 repositories listed
• Graph Recurrent Neural Network for Text Classification
  16 Jan 2022 0 repositories listed
• HCL-MTC Hierarchical Contrastive Learning for Multi-label Text Classification
  16 Jan 2022 0 repositories listed
• Identifying the Source of Vulnerability in Fragile Interpretations: A Case Study in Neural Text Classification
  16 Jan 2022 0 repositories listed
• Label-guided Data Augmentation for Prompt-based Few Shot Learners
  16 Jan 2022 0 repositories listed
• Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning
  16 Jan 2022 0 repositories listed
• Multi-Aspect co-Attentional Collaborative Filtering for Extreme Multi-label Text Classification
  16 Jan 2022 0 repositories listed
• Practical Dataless Text Classification Through Dense Retrieval
  16 Jan 2022 0 repositories listed
• Progressive Class Semantic Matching for Semi-supervised Text Classification
  16 Jan 2022 0 repositories listed
• Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia
  16 Jan 2022 0 repositories listed
• Unlearnable Text for Neural Classifiers
  16 Jan 2022 0 repositories listed
• Unsupervised Reinforcement Adaptation for Class-Imbalanced TextClassification
  16 Jan 2022 0 repositories listed
• Model Stability with Continuous Data Updates
  14 Jan 2022 0 repositories listed
• Computational analyses of the topics, sentiments, literariness, creativity and beauty of texts in a large Corpus of English Literature
  12 Jan 2022 0 repositories listed
• Impact of Stop Sets on Stopping Active Learning for Text Classification
  8 Jan 2022 0 repositories listed
• Mining Adverse Drug Reactions from Unstructured Mediums at Scale
  5 Jan 2022 0 repositories listed
• ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling
  4 Jan 2022 0 repositories listed
• Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models
  3 Jan 2022 0 repositories listed
• On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations
  2 Jan 2022 0 repositories listed
• Does QA-based intermediate training help fine-tuning language models for text classification?
  30 Dec 2021 0 repositories listed
• RheFrameDetect: A Text Classification System for Automatic Detection of Rhetorical Frames in AI from Open Sources
  30 Dec 2021 0 repositories listed
• TextRGNN: Residual Graph Neural Networks for Text Classification
  30 Dec 2021 0 repositories listed
• LINDA: Unsupervised Learning to Interpolate in Natural Language Processing
  28 Dec 2021 0 repositories listed
• Bi-Directional Recurrent Neural Ordinary Differential Equations for Social Media Text Classification
  23 Dec 2021 0 repositories listed
• Supervised Graph Contrastive Pretraining for Text Classification
  21 Dec 2021 0 repositories listed
• Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
  18 Dec 2021 0 repositories listed
• Embedding Convolutions for Short Text Extreme Classification with Millions of Labels
  17 Dec 2021 0 repositories listed
• ME-GCN: Multi-dimensional Edge-Enhanced Graph Convolutional Networks for Semi-supervised Text Classification
  17 Dec 2021 0 repositories listed
• ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification
  16 Dec 2021 0 repositories listed
• Khmer Text Classification Using Word Embedding and Neural Networks
  13 Dec 2021 0 repositories listed
• Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain
  10 Dec 2021 0 repositories listed
• CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification
  7 Dec 2021 0 repositories listed
• Reducing Target Group Bias in Hate Speech Detectors
  7 Dec 2021 0 repositories listed
• Multi-View Active Learning for Short Text Classification in User-Generated Data
  5 Dec 2021 0 repositories listed
• Multilingual Text Classification for Dravidian Languages
  3 Dec 2021 0 repositories listed
• Multitask Finetuning for Improving Neural Machine Translation in Indian Languages
  3 Dec 2021 0 repositories listed
• An Approach to the Frugal Use of Human Annotators to Scale up Auto-coding for Text Classification Tasks
  1 Dec 2021 0 repositories listed
• MUCIC at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using N-grams and Multilingual Sentence Encoders
  1 Dec 2021 0 repositories listed
• Text classification problems via BERT embedding method and graph convolutional neural network
  30 Nov 2021 0 repositories listed
• Selection of pseudo-annotated data for adverse drug reaction classification across drug groups
  24 Nov 2021 0 repositories listed
• Hierarchical Text Classification As Sub-Hierarchy Sequence Generation
  22 Nov 2021 0 repositories listed
• Weakly Supervised Prototype Topic Model with Discriminative Seed Words: Modifying the Category Prior by Self-exploring Supervised Signals
  20 Nov 2021 0 repositories listed
• Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification
  17 Nov 2021 0 repositories listed
• A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification
  16 Nov 2021 0 repositories listed
• A Novel Efficient and Effective Preprocessing Strategy for Text Classification
  16 Nov 2021 0 repositories listed
• A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification
  16 Nov 2021 0 repositories listed
• A simple log-based loss function for ordinal text classification
  16 Nov 2021 0 repositories listed
• BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla
  16 Nov 2021 0 repositories listed
• BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification
  16 Nov 2021 0 repositories listed
• BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries
  16 Nov 2021 0 repositories listed
• CINO: A Chinese Minority Pre-trained Language Model
  16 Nov 2021 0 repositories listed