Exploring Multilingual Text Data Distillation Aug 9, 2023 Dataset Distillation Fairness
Code Code Available Flexible Instance-Specific Rationalization of NLP Models Apr 16, 2021 General Classification text-classification
Code Code Available Improving Black-box Robustness with In-Context Rewriting Feb 13, 2024 News Classification text-classification
Code Code Available To Tune or Not To Tune? How About the Best of Both Worlds? Jul 9, 2019 Language Modeling Language Modelling
Code Code Available Continual Few-Shot Learning for Text Classification Nov 1, 2021 Classification continual few-shot learning
Code Code Available Word-Class Embeddings for Multiclass Text Classification Nov 26, 2019 Classification General Classification
Code Code Available On a Topic Model for Sentences Jun 1, 2016 General Classification model
Code Code Available Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion Jul 15, 2024 image-classification Image Classification
Code Code Available Automated stance detection in complex topics and small languages: the challenging case of immigration in polarizing news media May 22, 2023 Stance Detection text-classification
Code Code Available When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification Aug 22, 2019 Few-Shot Learning Few-Shot Text Classification
Code Code Available On Dataset Transferability in Active Learning for Transformers May 16, 2023 Active Learning text-classification
Code Code Available Automated labeling of bugs and tickets using attention-based mechanisms in recurrent neural networks Jul 8, 2018 text-classification Text Classification
Code Code Available One Agent To Rule Them All: Towards Multi-agent Conversational AI Mar 15, 2022 All Conversational Response Selection
Code Code Available Improving Hate Speech Detection with Deep Learning Ensembles May 1, 2018 Deep Learning Hate Speech Detection
Code Code Available XeroAlign: Zero-Shot Cross-lingual Transformer Alignment May 6, 2021 Multilingual NLP Natural Language Understanding
Code Code Available SynerMix: Synergistic Mixup Solution for Enhanced Intra-Class Cohesion and Inter-Class Separability in Image Classification Mar 21, 2024 image-classification Image Classification
Code Code Available Semi-supervised Sequence Learning Nov 4, 2015 Language Modeling Language Modelling
Code Code Available Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Nov 15, 2023 counterfactual In-Context Learning
Code Code Available Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models Dec 12, 2022 Multi Label Text Classification Multi-Label Text Classification
Code Code Available Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis May 23, 2023 Classification text-classification
Code Code Available Variational Classification May 17, 2023 Adversarial Robustness Classification
Code Code Available Adaptive Cascading Network for Continual Test-Time Adaptation Jul 17, 2024 image-classification Image Classification
Code Code Available On Geodesic Distances and Contextual Embedding Compression for Text Classification Apr 22, 2021 Classification Dimensionality Reduction
Code Code Available ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning Apr 4, 2021 Benchmarking Multi Label Text Classification
Code Code Available Sensitivity as a Complexity Measure for Sequence Classification Tasks Apr 21, 2021 Classification General Classification
Code Code Available Understanding Convolutional Neural Networks for Text Classification Sep 21, 2018 Classification General Classification
Code Code Available Improving short text classification through global augmentation methods Jul 7, 2019 Articles Classification
Code Code Available A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches May 22, 2023 Benchmarking Classification
Code Code Available Improving text classification with vectors of reduced precision Jun 20, 2017 Classification Dimensionality Reduction
Code Code Available Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification May 6, 2021 text-classification Text Classification
Code Code Available Text classification dataset and analysis for Uzbek language Feb 28, 2023 Classification text-classification
Code Code Available Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training Apr 17, 2021 Cross-Lingual Transfer Sentence
Code Code Available Contextual Explanation Networks May 29, 2017 Image Classification Interpretability Techniques for Deep Learning
Code Code Available Adversarial Reprogramming of Text Classification Neural Networks Sep 6, 2018 Classification General Classification
Code Code Available On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices Feb 20, 2024 In-Context Learning Meta-Learning
Code Code Available Explicit Interaction Model towards Text Classification Nov 23, 2018 Classification General Classification
Code Code Available Sentence-State LSTM for Text Representation May 7, 2018 General Classification Named Entity Recognition (NER)
Code Code Available Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing Aug 1, 2019 Articles Deep Learning
Code Code Available Explaining Classes through Stable Word Attributions May 1, 2022 text-classification Text Classification
Code Code Available Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings Jul 1, 2018 General Classification Information Retrieval
Code Code Available Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Apr 25, 2024 Cross-Lingual Transfer Graph Attention
Code Code Available Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models Nov 28, 2021 Classification Cross-Lingual Transfer
Code Code Available Explaining Black-box Models for Biomedical Text Classification Dec 20, 2020 Classification General Classification
Code Code Available On the Dynamics of Training Attention Models Nov 19, 2020 General Classification text-classification
Code Code Available Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information Oct 1, 2018 Attribute Classification
Code Code Available What Makes Pre-trained Language Models Better Zero-shot Learners? Sep 30, 2022 Language Modelling Prompt Learning
Code Code Available Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights Dec 1, 2014 Binary text classification text-classification
Code Code Available On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks Feb 7, 2022 Adversarial Robustness Malware Detection
Code Code Available A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard Oct 24, 2022 Descriptive Multi Class Text Classification
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