Incubating Text Classifiers Following User Instruction with Nothing but LLM Apr 16, 2024 Diversity Prompt Engineering
Code Code Available Exclusive Supermask Subnetwork Training for Continual Learning Oct 18, 2022 Continual Learning Text Classification
Code Code Available On the Sensitivity and Stability of Model Interpretations in NLP Apr 18, 2021 Adversarial Robustness Dependency Parsing
Code Code Available On-the-fly Denoising for Data Augmentation in Natural Language Understanding Dec 20, 2022 Data Augmentation Denoising
Code Code Available indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages Feb 14, 2021 Language Identification text-classification
Code Code Available indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages Feb 14, 2021 Language Identification text-classification
Code Code Available Indic-Transformers: An Analysis of Transformer Language Models for Indian Languages Nov 4, 2020 Classification General Classification
Code Code Available On the Fragility of Active Learners for Text Classification Mar 23, 2024 Active Learning Benchmarking
Code Code Available Inducing Generalized Multi-Label Rules with Learning Classifier Systems Dec 25, 2015 Classification General Classification
Code Code Available Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations May 16, 2018 Data Augmentation General Classification
Code Code Available Evolutionary Verbalizer Search for Prompt-based Few Shot Text Classification Jun 18, 2023 Few-Shot Text Classification Language Modeling
Code Code Available On the Impact of Seed Words on Sentiment Polarity Lexicon Induction Dec 1, 2016 Sentiment Analysis Text Classification
Code Code Available On the Impact of Temporal Concept Drift on Model Explanations Oct 17, 2022 Text Classification
Code Code Available Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup Sep 15, 2021 text-classification Text Classification
Code Code Available Automated Bug Report Prioritization in Large Open-Source Projects Apr 22, 2025 Large Language Model text-classification
Code Code Available Inferring the source of official texts: can SVM beat ULMFiT? Mar 2, 2020 Text Classification Transfer Learning
Code Code Available Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Nov 5, 2018 Classification General Classification
Code Code Available INFODENS: An Open-source Framework for Learning Text Representations Oct 16, 2018 Feature Engineering General Classification
Code Code Available Information Aggregation via Dynamic Routing for Sequence Encoding Jun 5, 2018 Sentiment Analysis text-classification
Code Code Available SepLL: Separating Latent Class Labels from Weak Supervision Noise Oct 25, 2022 text-classification Text Classification
Code Code Available On the Noise Robustness of In-Context Learning for Text Generation May 27, 2024 In-Context Learning text-classification
Code Code Available On the privacy-utility trade-off in differentially private hierarchical text classification Mar 4, 2021 General Classification Inference Attack
Code Code Available Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling Nov 21, 2016 Binary Classification Classification
Code Code Available On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jul 6, 2017 Sentiment Analysis Text Categorization
Code Code Available An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL) Aug 23, 2018 BIG-bench Machine Learning Classification
Code Code Available Token Sequence Labeling vs. Clause Classification for English Emotion Stimulus Detection Oct 15, 2020 Classification General Classification
Code Code Available Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks Apr 22, 2020 Classification Document Embedding
Code Code Available On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection Jun 27, 2023 text-classification Text Classification
Code Code Available Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Jun 24, 2024 Conditional Text Generation Language Modelling
Code Code Available Word Embeddings for the Armenian Language: Intrinsic and Extrinsic Evaluation Jun 7, 2019 Articles Classification
Code Code Available Integrating Attention Feedback into the Recurrent Neural Network Sep 29, 2021 text-classification Text Classification
Code Code Available Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Mar 29, 2019 Classification Data Augmentation
Code Code Available Intentional Control of Type I Error over Unconscious Data Distortion: a Neyman-Pearson Approach to Text Classification Feb 7, 2018 Classification General Classification
Code Code Available Evaluation of a Sequence Tagging Tool for Biomedical Texts Oct 1, 2018 Articles named-entity-recognition
Code Code Available Interactive Refinement of Cross-Lingual Word Embeddings Nov 8, 2019 Active Learning Cross-Lingual Word Embeddings
Code Code Available On the Use of ArXiv as a Dataset Apr 30, 2019 Articles Author Attribution
Code Code Available On Tree-Based Neural Sentence Modeling Aug 29, 2018 Sentence Sentiment Analysis
Code Code Available Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks Mar 12, 2016 Classification General Classification
Code Code Available Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck Oct 30, 2023 Language Modeling Language Modelling
Code Code Available Adapting Neural Text Classification for Improved Software Categorization Jun 5, 2018 Classification General Classification
Code Code Available An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics May 26, 2021 BIG-bench Machine Learning text-classification
Code Code Available When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs Sep 25, 2023 Information Retrieval text-classification
Code Code Available An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text Classification Dec 23, 2024 regression text-classification
Code Code Available ProtoryNet - Interpretable Text Classification Via Prototype Trajectories Jul 3, 2020 Classification General Classification
Code Code Available Towards better understanding of gradient-based attribution methods for Deep Neural Networks Nov 16, 2017 text-classification Text Classification
Code Code Available Evaluation Measures for Hierarchical Classification: a unified view and novel approaches Jun 28, 2013 Classification General Classification
Code Code Available Context Reinforced Neural Topic Modeling over Short Texts Aug 11, 2020 text-classification Text Classification
Code Code Available Interpreting Neural Networks With Nearest Neighbors Sep 8, 2018 Feature Importance General Classification
Code Code Available Adversarial Examples for Extreme Multilabel Text Classification Dec 14, 2021 Classification Multilabel Text Classification
Code Code Available Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata Enrichment Mar 1, 2024 Retrieval text-classification
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