Establishing Baselines for Text Classification in Low-Resource Languages May 5, 2020 Classification General Classification
Code Code Available Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches Nov 29, 2022 Classification text-classification
Code Code Available Exploiting Global and Local Hierarchies for Hierarchical Text Classification May 5, 2022 Classification Multi Label Text Classification
Code Code Available Exploring and Predicting Transferability across NLP Tasks May 2, 2020 Language Modeling Language Modelling
Code Code Available A Diagnostic Study of Explainability Techniques for Text Classification Sep 25, 2020 Classification Diagnostic
Code Code Available AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks Aug 9, 2020 Adversarial Attack Image Classification
Code Code Available FastText.zip: Compressing text classification models Dec 12, 2016 General Classification Quantization
Code Code Available A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification Mar 6, 2023 Language Modeling Language Modelling
Code Code Available Few-Shot Learning with Siamese Networks and Label Tuning Mar 28, 2022 Few-Shot Learning Few-Shot Text Classification
Code Code Available Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning Mar 12, 2021 Classification Data Augmentation
Code Code Available Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction Apr 4, 2025 Attribute Language Modeling
Code Code Available Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification Jun 12, 2024 Classification text-classification
Code Code Available Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Oct 15, 2020 Language Modeling Language Modelling
Code Code Available FNBench: Benchmarking Robust Federated Learning against Noisy Labels May 10, 2025 Benchmarking Federated Learning
Code Code Available FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Jun 5, 2020 Decoder Reading Comprehension
Code Code Available Character-level Convolutional Networks for Text Classification Sep 4, 2015 General Classification Sentiment Analysis
Code Code Available Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Jul 14, 2023 Aspect-Based Sentiment Analysis Attribute
Code Code Available Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Apr 4, 2020 Classification Decision Making
Code Code Available Generating Natural Language Attacks in a Hard Label Black Box Setting Dec 29, 2020 Adversarial Text Semantic Similarity
Code Code Available Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM Apr 24, 2023 Instruction Following Language Modelling
Code Code Available Active Learning for BERT: An Empirical Study Nov 1, 2020 Active Learning Binary text classification
Code Code Available Graph Convolutional Networks for Text Classification Sep 15, 2018 General Classification Sentiment Analysis
Code Code Available HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Dec 18, 2020 Hate Speech Detection Text Classification
Code Code Available HDLTex: Hierarchical Deep Learning for Text Classification Sep 24, 2017 Classification Deep Learning
Code Code Available Hierarchical Multi-Label Classification of Scientific Documents Nov 5, 2022 Classification Hierarchical Multi-label Classification
Code Code Available Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Jul 18, 2020 text-classification Text Classification
Code Code Available Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification Aug 13, 2024 Hierarchical Multi-label Classification Multi-Label Classification
Code Code Available Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification Aug 1, 2021 Classification text-classification
Code Code Available Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Apr 13, 2022 Few-Shot Text Classification Language Modeling
Code Code Available An Amharic News Text classification Dataset Mar 10, 2021 Articles Classification
Code Code Available Random Laplacian Features for Learning with Hyperbolic Space Feb 14, 2022 Graph Learning Node Classification
Code Code Available ICS: Total Freedom in Manual Text Classification Supported by Unobtrusive Machine Learning Jun 22, 2022 Active Learning Classification
Code Code Available Bag of Tricks for Efficient Text Classification Jul 6, 2016 CPU Emotion Recognition in Conversation
Code Code Available Improving Indonesian Text Classification Using Multilingual Language Model Sep 12, 2020 Classification General Classification
Code Code Available Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Mar 8, 2022 Classification Contrastive Learning
Code Code Available VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups Jun 1, 2021 Language Modeling Language Modelling
Code Code Available AEDA: An Easier Data Augmentation Technique for Text Classification Aug 30, 2021 Classification Data Augmentation
Code Code Available Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification Oct 8, 2023 Contrastive Learning Multi-Label Classification
Code Code Available Interpreting Language Models with Contrastive Explanations Feb 21, 2022 Language Modeling Language Modelling
Code Code Available Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Jul 27, 2019 Adversarial Text General Classification
Code Code Available An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers May 1, 2022 Language Modeling Language Modelling
Code Code Available Joint Optimization of Tokenization and Downstream Model May 26, 2021 Machine Translation model
Code Code Available KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification May 8, 2025 Knowledge Graphs RAG
Code Code Available An Empirical Study of Invariant Risk Minimization Apr 10, 2020 text-classification Text Classification
Code Code Available BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Oct 6, 2022 Classification Data Augmentation
Code Code Available An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels Oct 4, 2020 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Aug 4, 2021 Classification Few-Shot Text Classification
Code Code Available A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss Oct 19, 2022 Text Classification
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