Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Sep 10, 2021 Document Classification Multi-Label Text Classification
Code Code Available 5 Are We Really Making Much Progress in Text Classification? A Comparative Review Apr 8, 2022 Classification Decoder
Code Code Available 5 Behavioral Factors in Interactive Training of Text Classifiers Jun 1, 2012 BIG-bench Machine Learning Sentiment Analysis
Code Code Available 5 FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available 5 Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Jun 5, 2020 Decoder Reading Comprehension
Code Code Available 5 Distributionally Robust Models with Parametric Likelihood Ratios Apr 13, 2022 text-classification Text Classification
Code Code Available 5 A Simple Graph Contrastive Learning Framework for Short Text Classification Jan 16, 2025 Contrastive Learning Data Augmentation
Code Code Available 5 Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study Dec 30, 2021 Attribute Benchmarking
Code Code Available 5 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 5 Diversity Enhanced Active Learning with Strictly Proper Scoring Rules Oct 27, 2021 Active Learning Diversity
Code Code Available 5 BertGCN: Transductive Text Classification by Combining GCN and BERT May 12, 2021 Classification text-classification
Code Code Available 5 Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM Apr 24, 2023 Instruction Following Language Modelling
Code Code Available 5 GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation Nov 18, 2022 Conditional Text Generation Data Augmentation
Code Code Available 5 BertGCN: Transductive Text Classification by Combining GNN and BERT Aug 1, 2021 Classification text-classification
Code Code Available 5 DocBERT: BERT for Document Classification Apr 17, 2019 Classification Document Classification
Code Code Available 5 Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Jan 21, 2022 Classification Contrastive Learning
Code Code Available 5 BERTweet: A pre-trained language model for English Tweets May 20, 2020 Language Modeling Language Modelling
Code Code Available 5 Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims Feb 18, 2020 text-classification Text Classification
Code Code Available 5 Discrete Latent Variable Representations for Low-Resource Text Classification Jun 11, 2020 Classification General Classification
Code Code Available 5 Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers Sep 10, 2021 text-classification Text Classification
Code Code Available 5 Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach Sep 15, 2022 Diversity Language Modeling
Code Code Available 5 Hierarchical Multi-Label Classification of Scientific Documents Nov 5, 2022 Classification Hierarchical Multi-label Classification
Code Code Available 5 Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction Sep 1, 2021 Data Poisoning Knowledge Distillation
Code Code Available 5 Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Jun 24, 2020 image-classification Image Classification
Code Code Available 5 Black-box Prompt Learning for Pre-trained Language Models Jan 21, 2022 Prompt Learning text-classification
Code Code Available 5 Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Jan 13, 2018 Adversarial Text General Classification
Code Code Available 5 Building Efficient Universal Classifiers with Natural Language Inference Dec 29, 2023 Classification Natural Language Inference
Code Code Available 5 How to Fine-Tune BERT for Text Classification? May 14, 2019 General Classification Language Modeling
Code Code Available 5 Random Laplacian Features for Learning with Hyperbolic Space Feb 14, 2022 Graph Learning Node Classification
Code Code Available 5 ICS: Total Freedom in Manual Text Classification Supported by Unobtrusive Machine Learning Jun 22, 2022 Active Learning Classification
Code Code Available 5 AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models Jul 1, 2022 Active Learning text-classification
Code Code Available 5 Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation Feb 24, 2020 Natural Language Inference text-classification
Code Code Available 5 A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks Sep 19, 2020 Classification General Classification
Code Code Available 5 Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available 5 DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition May 6, 2023 Relation text-classification
Code Code Available 5 ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information Jun 30, 2021 Language Modeling Language Modelling
Code Code Available 5 InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective Oct 10, 2023 Classification Continual Learning
Code Code Available 5 iNLTK: Natural Language Toolkit for Indic Languages Sep 26, 2020 Data Augmentation Paraphrase Generation
Code Code Available 5 Interpreting Language Models with Contrastive Explanations Feb 21, 2022 Language Modeling Language Modelling
Code Code Available 5 Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available 5 Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Jun 8, 2021 Data Augmentation Question Answering
Code Code Available 5 CARE: Collaborative AI-Assisted Reading Environment Feb 24, 2023 Question Answering text-classification
Code Code Available 5 Character-level Convolutional Networks for Text Classification Sep 4, 2015 General Classification Sentiment Analysis
Code Code Available 5 Joint Optimization of Tokenization and Downstream Model May 26, 2021 Machine Translation model
Code Code Available 5 Challenges in Automated Debiasing for Toxic Language Detection Jan 29, 2021 Fairness text-classification
Code Code Available 5 KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification May 8, 2025 Knowledge Graphs RAG
Code Code Available 5 An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Sep 4, 2019 Benchmarking General Classification
Code Code Available 5 CharBERT: Character-aware Pre-trained Language Model Nov 3, 2020 Language Modeling Language Modelling
Code Code Available 5 DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation Mar 30, 2024 Dataset Distillation In-Context Learning
Code Code Available 5 DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available 5 