Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification Feb 25, 2019 Classification General Classification
Code Code Available Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification Jun 17, 2024 text-classification Text Classification
Code Code Available Label-Wise Document Pre-Training for Multi-Label Text Classification Aug 15, 2020 Classification Document Classification
Code Code Available Sliceformer: Make Multi-head Attention as Simple as Sorting in Discriminative Tasks Oct 26, 2023 image-classification Image Classification
Code Code Available LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network Sep 23, 2020 Multi Label Text Classification Multi-Label Text Classification
Code Code Available Efficient NLP Model Finetuning via Multistage Data Filtering Jul 28, 2022 Classification model
Code Code Available A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams May 18, 2019 BIG-bench Machine Learning Depression Detection
Code Code Available Practical Text Classification With Large Pre-Trained Language Models Dec 4, 2018 Classification Emotion Classification
Code Code Available Practical Transformer-based Multilingual Text Classification Jun 1, 2021 Classification Data Augmentation
Code Code Available LANGUAGE MODEL EMBEDDINGS IMPROVE SENTIMENT ANALYSIS IN RUSSIAN May 29, 2019 Articles Language Modeling
Code Code Available Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications Jun 6, 2019 General Classification Multi-Label Text Classification
Code Code Available Language Models Can Predict Their Own Behavior Feb 18, 2025 text-classification Text Classification
Code Code Available AdaptText: A Novel Framework for Domain-Independent Automated Sinhala Text Classification Nov 13, 2021 Classification text-classification
Code Code Available A Neural Pairwise Ranking Model for Readability Assessment Mar 14, 2022 Cross-corpus model
Code Code Available A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data Sep 10, 2017 Binary Classification General Classification
Code Code Available A Survey of Text Classification Under Class Distribution Shift Feb 18, 2025 Articles Continual Learning
Code Code Available SMHD: A Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions Jun 13, 2018 text-classification Text Classification
Code Code Available SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text Oct 12, 2019 Classification General Classification
Code Code Available Word-level Perturbation Considering Word Length and Compositional Subwords May 1, 2022 Machine Translation text-classification
Code Code Available Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification Apr 12, 2022 Domain Adaptation Hate Speech Detection
Code Code Available Predicting In-game Actions from Interviews of NBA Players Oct 24, 2019 text-classification Text Classification
Code Code Available Early Stopping Based on Unlabeled Samples in Text Classification May 1, 2022 Classification text-classification
Code Code Available Predicting Job Titles from Job Descriptions with Multi-label Text Classification Dec 21, 2021 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available Dynamic Bi-Elman Attention Networks: A Dual-Directional Context-Aware Test-Time Learning for Text Classification Mar 19, 2025 Computational Efficiency Representation Learning
Code Code Available Predicting Movie Genres Based on Plot Summaries Jan 15, 2018 BIG-bench Machine Learning Classification
Code Code Available Concept Based Continuous Prompts for Interpretable Text Classification Dec 2, 2024 Classification text-classification
Code Code Available Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification Sep 10, 2022 Few-Shot Text Classification Meta-Learning
Code Code Available Text Level Graph Neural Network for Text Classification Oct 6, 2019 Classification General Classification
Code Code Available VI-OOD: A Unified Representation Learning Framework for Textual Out-of-distribution Detection Apr 9, 2024 Out-of-Distribution Detection Out of Distribution (OOD) Detection
Code Code Available Predict the Next Word: Humans exhibit uncertainty in this task and language models _____ Feb 27, 2024 text-classification Text Classification
Code Code Available DRILL: Dynamic Representations for Imbalanced Lifelong Learning May 18, 2021 Continual Learning Lifelong learning
Code Code Available Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models Nov 28, 2022 Language Modeling Language Modelling
Code Code Available Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks Jul 1, 2022 text-classification Text Classification
Code Code Available A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Nov 25, 2024 text-classification Text Classification
Code Code Available Comprehensive Evaluation of Deep Learning Architectures for Prediction of DNA/RNA Sequence Binding Specificities Jan 29, 2019 Automatic Machine Learning Model Selection Deep Learning
Code Code Available Comprehensive dataset of user-submitted articles with ideological and extreme bias from Reddit Aug 12, 2024 Articles Holdout Set
Code Code Available Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks May 3, 2022 text-classification Text Classification
Code Code Available Active Bayesian Assessment for Black-Box Classifiers Feb 16, 2020 text-classification Text Classification
Code Code Available Pre-trained Language Models Can be Fully Zero-Shot Learners Dec 14, 2022 Retrieval text-classification
Code Code Available Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Jul 31, 2020 Continual Pretraining
Code Code Available Compositional Coding Capsule Network with K-Means Routing for Text Classification Oct 22, 2018 Classification Clustering
Code Code Available Pre-Training a Graph Recurrent Network for Language Representation Sep 8, 2022 Language Modelling Sentence
Code Code Available Solution of DeBERTaV3 on CommonsenseQA Apr 30, 2022 Answer Selection Natural Language Inference
Code Code Available Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification Aug 14, 2023 Classification Multilingual text classification
Code Code Available Combining Sentiment Lexica with a Multi-View Variational Autoencoder Apr 5, 2019 General Classification Sentiment Analysis
Code Code Available Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation Oct 18, 2024 Backdoor Attack Knowledge Distillation
Code Code Available Learned in Translation: Contextualized Word Vectors Aug 1, 2017 General Classification Machine Translation
Code Code Available SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines May 15, 2018 Explainable artificial intelligence General Classification
Code Code Available Text Readability Assessment for Second Language Learners Jun 18, 2019 Domain Adaptation Self-Learning
Code Code Available TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack Jan 20, 2022 Adversarial Attack Hard-label Attack
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