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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 22 of 37: papers 2,101 to 2,200 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.

• Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models
  25 May 2022 0 repositories listed
• Exploiting Dynamic and Fine-grained Semantic Scope for Extreme Multi-label Text Classification
  24 May 2022 0 repositories listed
• WeDef: Weakly Supervised Backdoor Defense for Text Classification
  24 May 2022 0 repositories listed
• Improving Short Text Classification With Augmented Data Using GPT-3
  23 May 2022 0 repositories listed
• Many-Class Text Classification with Matching
  23 May 2022 0 repositories listed
• All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass
  22 May 2022 0 repositories listed
• Argumentative Explanations for Pattern-Based Text Classifiers
  22 May 2022 0 repositories listed
• Set-based Meta-Interpolation for Few-Task Meta-Learning
  20 May 2022 0 repositories listed
• Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks
  15 May 2022 0 repositories listed
• TiBERT: Tibetan Pre-trained Language Model
  15 May 2022 0 repositories listed
• Interlock-Free Multi-Aspect Rationalization for Text Classification
  13 May 2022 0 repositories listed
• A Simple Yet Efficient Method for Adversarial Word-Substitute Attack
  7 May 2022 0 repositories listed
• Federated Learning with Noisy User Feedback
  6 May 2022 0 repositories listed
• RaFoLa: A Rationale-Annotated Corpus for Detecting Indicators of Forced Labour
  5 May 2022 0 repositories listed
• Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification
  4 May 2022 0 repositories listed
• Biographical: A Semi-Supervised Relation Extraction Dataset
  2 May 2022 0 repositories listed
• BERT 4EVER@LT-EDI-ACL2022-Detecting signs of Depression from Social Media:Detecting Depression in Social Media using Prompt-Learning and Word-Emotion Cluster
  1 May 2022 0 repositories listed
• ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer
  1 May 2022 0 repositories listed
• Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification
  1 May 2022 0 repositories listed
• EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization
  1 May 2022 0 repositories listed
• English-Malay Cross-Lingual Embedding Alignment using Bilingual Lexicon Augmentation
  1 May 2022 0 repositories listed
• Explainable Assessment of Healthcare Articles with QA
  1 May 2022 0 repositories listed
• IISERB@LT-EDI-ACL2022: A Bag of Words and Document Embeddings Based Framework to Identify Severity of Depression Over Social Media
  1 May 2022 0 repositories listed
• Learning with Limited Text Data
  1 May 2022 0 repositories listed
• Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data
  1 May 2022 0 repositories listed
• MetaWeighting: Learning to Weight Tasks in Multi-Task Learning
  1 May 2022 0 repositories listed
• Ranking-Constrained Learning with Rationales for Text Classification
  1 May 2022 0 repositories listed
• Towards Fine-grained Classification of Climate Change related Social Media Text
  1 May 2022 0 repositories listed
• Uncertainty Regularized Multi-Task Learning
  1 May 2022 0 repositories listed
• Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model
  1 May 2022 0 repositories listed
• Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling
  29 Apr 2022 0 repositories listed
• A Robust Contrastive Alignment Method For Multi-Domain Text Classification
  26 Apr 2022 0 repositories listed
• Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification
  22 Apr 2022 0 repositories listed
• 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
• Text characterization based on recurrence networks
  17 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
• Rethink the Evaluation for Attack Strength of Backdoor Attacks in Natural Language Processing
  9 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