Adversarial Dropout for Recurrent Neural Networks Apr 22, 2019 Language Modeling Language Modelling
Code Code Available Optimization Methods for Large-Scale Machine Learning Jun 15, 2016 BIG-bench Machine Learning Text Classification
Code Code Available Investigating Capsule Networks with Dynamic Routing for Text Classification Mar 29, 2018 Classification General Classification
Code Code Available OptBA: Optimizing Hyperparameters with the Bees Algorithm for Improved Medical Text Classification Mar 14, 2023 Hyperparameter Optimization text-classification
Code Code Available All-but-the-Top: Simple and Effective Postprocessing for Word Representations Feb 5, 2017 All General Classification
Code Code Available Shifting from endangerment to rebirth in the Artificial Intelligence Age: An Ensemble Machine Learning Approach for Hawrami Text Classification Sep 25, 2024 Articles Classification
Code Code Available Shoestring: Graph-Based Semi-Supervised Learning with Severely Limited Labeled Data Oct 28, 2019 Classification Few-Shot Learning
Code Code Available Investigating Text Shortening Strategy in BERT: Truncation vs Summarization Mar 19, 2024 Articles Document Summarization
Code Code Available Investigating the Working of Text Classifiers Jan 19, 2018 Classification General Classification
Code Code Available Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification May 9, 2025 Decision Making text-classification
Code Code Available Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation Feb 23, 2019 Multi-Label Text Classification Sentiment Analysis
Code Code Available Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets May 4, 2025 Graph Classification text-classification
Code Code Available Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud Dec 30, 2021 Feature Compression Image Classification
Code Code Available OptLLM: Optimal Assignment of Queries to Large Language Models May 24, 2024 Log Parsing Multi-Label Classification
Code Code Available Is Attention Interpretable? Jun 9, 2019 General Classification text-classification
Code Code Available Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation Nov 9, 2020 Classification Data Augmentation
Code Code Available Orthogonal Matching Pursuit for Text Classification Jul 12, 2018 Classification General Classification
Code Code Available Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative Examples Jun 5, 2019 Chatbot General Classification
Code Code Available Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification Sep 30, 2024 Fairness Few-Shot Learning
Code Code Available Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion Mar 29, 2024 Data Augmentation Natural Language Inference
Code Code Available Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods Oct 13, 2022 Abstractive Text Summarization Feature Importance
Code Code Available OTTER: Effortless Label Distribution Adaptation of Zero-shot Models Apr 12, 2024 Classification text-classification
Code Code Available Issues with Entailment-based Zero-shot Text Classification Aug 1, 2021 Classification Natural Language Inference
Code Code Available Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness Oct 4, 2023 Out-of-Distribution Detection Out of Distribution (OOD) Detection
Code Code Available United We Stand: Using Epoch-wise Agreement of Ensembles to Combat Overfit Oct 17, 2023 Image Classification Prediction
Code Code Available Out-of-Domain Detection for Low-Resource Text Classification Tasks Aug 31, 2019 BIG-bench Machine Learning Classification
Code Code Available Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services Aug 5, 2024 image-classification Image Classification
Code Code Available Constructing Contrastive samples via Summarization for Text Classification with limited annotations Apr 11, 2021 Contrastive Learning Data Augmentation
Code Code Available Short text classification with machine learning in the social sciences: The case of climate change on Twitter Oct 3, 2023 text-classification Text Classification
Code Code Available Joint Embedding of Words and Labels for Text Classification May 10, 2018 Classification General Classification
Code Code Available P-ADMMiRNN: Training RNN with Stable Convergence via An Efficient and Paralleled ADMM Approach Jun 10, 2020 text-classification Text Classification
Code Code Available Constructing a Psychometric Testbed for Fair Natural Language Processing Nov 1, 2021 Benchmarking Fairness
Code Code Available Consistency Training with Virtual Adversarial Discrete Perturbation Apr 15, 2021 Semi-Supervised Text Classification Text Classification
Code Code Available Should We Attend More or Less? Modulating Attention for Fairness May 22, 2023 Fairness text-classification
Code Code Available A new training approach for text classification in Mental Health: LatentGLoss Apr 9, 2025 text-classification Text Classification
Code Code Available Evaluating The Effectiveness of Capsule Neural Network in Toxic Comment Classification using Pre-trained BERT Embeddings Oct 12, 2023 Multilingual NLP Natural Language Understanding
Code Code Available Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge Apr 20, 2024 text-classification Text Classification
Code Code Available JPS-daprinfo: A Dataset for Japanese Dialog Act Analysis and People-related Information Detection Mar 6, 2021 text-classification Text Classification
Code Code Available VertAttack: Taking advantage of Text Classifiers' horizontal vision Apr 12, 2024 text-classification Text Classification
Code Code Available PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs Feb 20, 2024 text-classification Text Classification
Code Code Available Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? May 23, 2023 graph construction Graph Mining
Code Code Available Paperswithtopic: Topic Identification from Paper Title Only Oct 9, 2021 text-classification Text Classification
Code Code Available A New Method of Region Embedding for Text Classification Jan 1, 2018 Classification General Classification
Code Code Available Very Deep Convolutional Networks for Text Classification Jun 6, 2016 General Classification Text Classification
Code Code Available Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification Sep 12, 2019 BIG-bench Machine Learning Binary text classification
Code Code Available Sibylvariant Transformations for Robust Text Classification May 10, 2022 Adversarial Robustness Defect Detection
Code Code Available Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings May 23, 2023 Active Learning Language Modeling
Code Code Available Confidence Calibration of Classifiers with Many Classes Nov 5, 2024 text-classification Text Classification
Code Code Available kFolden: k-Fold Ensemble for Out-Of-Distribution Detection Aug 29, 2021 Attribute Classification
Code Code Available Parameter-Efficient Tuning with Special Token Adaptation Oct 10, 2022 Natural Language Understanding NER
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