Deconvolutional Paragraph Representation Learning Aug 16, 2017 General Classification Representation Learning
Code Code Available Deep Learning Based Text Classification: A Comprehensive Review Apr 6, 2020 BIG-bench Machine Learning Classification
Code Code Available DepressionEmo: A novel dataset for multilabel classification of depression emotions Jan 9, 2024 text-classification Text Classification
Code Code Available BertGCN: Transductive Text Classification by Combining GCN and BERT May 12, 2021 Classification text-classification
Code Code Available DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation Mar 30, 2024 Dataset Distillation In-Context Learning
Code Code Available DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Jun 8, 2021 Data Augmentation Question Answering
Code Code Available Distillation-Resistant Watermarking for Model Protection in NLP Oct 7, 2022 model Named Entity Recognition
Code Code Available Distributionally Robust Models with Parametric Likelihood Ratios Apr 13, 2022 text-classification Text Classification
Code Code Available Diversity Enhanced Active Learning with Strictly Proper Scoring Rules Oct 27, 2021 Active Learning Diversity
Code Code Available BERTweet: A pre-trained language model for English Tweets May 20, 2020 Language Modeling Language Modelling
Code Code Available Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data Jun 20, 2022 Classification Domain Adaptation
Code Code Available DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification Sep 12, 2022 Classification Data Augmentation
Code Code Available DP-BART for Privatized Text Rewriting under Local Differential Privacy Feb 15, 2023 text-classification Text Classification
Code Code Available Effective Adversarial Regularization for Neural Machine Translation Jul 1, 2019 Machine Translation NMT
Code Code Available Approximating Instance-Dependent Noise via Instance-Confidence Embedding Mar 25, 2021 text-classification Text Classification
Code Code Available A Strong Baseline for Query Efficient Attacks in a Black Box Setting Sep 10, 2021 text-classification Text Classification
Code Code Available Efficient Shapley Values Estimation by Amortization for Text Classification May 31, 2023 Classification text-classification
Code Code Available EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification Apr 24, 2022 Data Augmentation Diversity
Code Code Available Establishing Baselines for Text Classification in Low-Resource Languages May 5, 2020 Classification General Classification
Code Code Available Evaluating Various Tokenizers for Arabic Text Classification Jun 14, 2021 Classification News Classification
Code Code Available Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Jan 21, 2020 Few-Shot Text Classification General 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 Extending Logic Explained Networks to Text Classification Nov 4, 2022 Classification Sensitivity
Code Code Available Predicting Sentence-Level Factuality of News and Bias of Media Outlets Jan 27, 2023 Articles Fact Checking
Code Code Available Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Apr 18, 2021 Sensitivity 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 FedNLP: An interpretable NLP System to Decode Federal Reserve Communications Jun 11, 2021 Sentiment Analysis Text Classification
Code Code Available Few-shot Text Classification with Distributional Signatures Aug 16, 2019 Classification Few-Shot Text Classification
Code Code Available Induction Networks for Few-Shot Text Classification Feb 27, 2019 Few-Shot Text Classification General 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 FinEAS: Financial Embedding Analysis of Sentiment Oct 31, 2021 Sentence Sentence Embeddings
Code Code Available A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks Sep 19, 2020 Classification General Classification
Code Code Available Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Oct 15, 2020 Language Modeling Language Modelling
Code Code Available A Survey on Text Classification: From Shallow to Deep Learning Aug 2, 2020 Classification Deep Learning
Code Code Available FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Jun 5, 2020 Decoder Reading Comprehension
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 Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Jul 14, 2023 Aspect-Based Sentiment Analysis Attribute
Code Code Available Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Apr 4, 2020 Classification Decision Making
Code Code Available Generating Natural Language Attacks in a Hard Label Black Box Setting Dec 29, 2020 Adversarial Text Semantic Similarity
Code Code Available Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM Apr 24, 2023 Instruction Following Language Modelling
Code Code Available A Text Classification-Based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes Sep 24, 2023 Language Modelling text-classification
Code Code Available Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER Oct 16, 2021 Domain Adaptation Few-Shot Text Classification
Code Code Available Graph Convolutional Networks for Text Classification Sep 15, 2018 General Classification Sentiment Analysis
Code Code Available Behavioral Factors in Interactive Training of Text Classifiers Jun 1, 2012 BIG-bench Machine Learning Sentiment Analysis
Code Code Available Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification Oct 30, 2021 Classification Graph Neural Network
Code Code Available Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis Jul 16, 2020 Sentiment Analysis Sentiment Classification
Code Code Available An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Sep 4, 2019 Benchmarking General Classification
Code Code Available A Sea of Words: An In-Depth Analysis of Anchors for Text Data May 27, 2022 text-classification Text Classification
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