BertGCN: Transductive Text Classification by Combining GNN and BERT Aug 1, 2021 Classification text-classification
Code Code Available Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning Dec 31, 2020 Adversarial Robustness 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 Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers Sep 10, 2021 text-classification Text Classification
Code Code Available Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction Sep 1, 2021 Data Poisoning Knowledge Distillation
Code Code Available Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Jan 13, 2018 Adversarial Text General Classification
Code Code Available Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Jun 24, 2020 image-classification Image Classification
Code Code Available Building Efficient Universal Classifiers with Natural Language Inference Dec 29, 2023 Classification Natural Language Inference
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 Challenges in Automated Debiasing for Toxic Language Detection Jan 29, 2021 Fairness text-classification
Code Code Available BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Jan 1, 2021 Document Classification Language Modeling
Code Code Available ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification May 24, 2023 text-classification Text Classification
Code Code Available Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Sep 10, 2021 Document Classification Multi-Label Text Classification
Code Code Available Class Adaptive Network Calibration Nov 28, 2022 image-classification Image Classification
Code Code Available AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models Jul 1, 2022 Active Learning text-classification
Code Code Available A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks Sep 19, 2020 Classification General Classification
Code Code Available Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances Jul 1, 2011 Active Learning Information Extraction
Code Code Available Cluster & Tune: Boost Cold Start Performance in Text Classification Mar 20, 2022 Classification Clustering
Code Code Available CODE-ACCORD: A Corpus of Building Regulatory Data for Rule Generation towards Automatic Compliance Checking Mar 4, 2024 Relation Extraction Sentence
Code Code Available CogLTX: Applying BERT to Long Texts Dec 1, 2020 text-classification Text Classification
Code Code Available Compositional Generalization for Multi-label Text Classification: A Data-Augmentation Approach Dec 18, 2023 Classification Data Augmentation
Code Code Available Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification Aug 1, 2021 text-classification Text Classification
Code Code Available Concept Matching for Low-Resource Classification Jun 1, 2020 Classification General Classification
Code Code Available Consistency Regularization for Cross-Lingual Fine-Tuning Jun 15, 2021 Machine Translation Question Answering
Code Code Available ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification May 16, 2023 Classification Contrastive Learning
Code Code Available ContrXT: Generating Contrastive Explanations from any Text Classifier Dec 11, 2021 Decision Making Explainable artificial intelligence
Code Code Available Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data Mar 16, 2020 Classification Data Augmentation
Code Code Available Counterfactual Inference for Text Classification Debiasing Aug 1, 2021 Classification counterfactual
Code Code Available Behavioral Factors in Interactive Training of Text Classifiers Jun 1, 2012 BIG-bench Machine Learning Sentiment Analysis
Code Code Available CRUISE-Screening: Living Literature Reviews Toolbox Sep 4, 2023 Question Answering text-classification
Code Code Available Bag of Tricks for Efficient Text Classification Jul 6, 2016 CPU Emotion Recognition in Conversation
Code Code Available Cyclical Curriculum Learning Feb 11, 2022 text-classification Text Classification
Code Code Available Are We Really Making Much Progress in Text Classification? A Comparative Review Apr 8, 2022 Classification Decoder
Code Code Available Be More with Less: Hypergraph Attention Networks for Inductive Text Classification Nov 1, 2020 Classification General Classification
Code Code Available AlleNoise: large-scale text classification benchmark dataset with real-world label noise Jun 24, 2024 Classification Learning with noisy labels
Code Code Available Denoising Multi-Source Weak Supervision for Neural Text Classification Oct 9, 2020 Classification Denoising
Code Code Available ALL-IN-1: Short Text Classification with One Model for All Languages Oct 26, 2017 All General Classification
Code Code Available Diffuser: Efficient Transformers with Multi-hop Attention Diffusion for Long Sequences Oct 21, 2022 Language Modeling Language Modelling
Code Code Available DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition May 6, 2023 Relation text-classification
Code Code Available CARE: Collaborative AI-Assisted Reading Environment Feb 24, 2023 Question Answering text-classification
Code Code Available An Empirical Study of Invariant Risk Minimization Apr 10, 2020 text-classification Text Classification
Code Code Available DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Oct 10, 2023 Classification Knowledge Graphs
Code Code Available DocBERT: BERT for Document Classification Apr 17, 2019 Classification Document Classification
Code Code Available Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data Jun 20, 2022 Classification Domain Adaptation
Code Code Available Don’t Miss the Labels: Label-semantic Augmented Meta-Learner for Few-Shot Text Classification Aug 1, 2021 Few-Shot Text Classification text-classification
Code Code Available Automated Essay Scoring Using Transformer Models Oct 13, 2021 Automated Essay Scoring BIG-bench Machine Learning
Code Code Available Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Jan 21, 2022 Classification Contrastive Learning
Code Code Available Active Learning for BERT: An Empirical Study Nov 1, 2020 Active Learning Binary text classification
Code Code Available BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Oct 6, 2022 Classification Data Augmentation
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