Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification May 24, 2023 text-classification Text Classification
Code Code Available RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models Mar 4, 2024 Few-Shot Text Classification parameter-efficient fine-tuning
Code Code Available Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization May 20, 2023 Diversity Out-of-Distribution Generalization
Code Code Available Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification Jun 1, 2018 General Classification Sentiment Analysis
Code Code Available Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks May 13, 2019 Natural Language Inference text-classification
Code Code Available GANs for Semi-Supervised Opinion Spam Detection Mar 19, 2019 General Classification Generative Adversarial Network
Code Code Available GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification Sep 20, 2024 Graph Attention text-classification
Code Code Available Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection Apr 20, 2020 Machine Reading Comprehension Question Answering
Code Code Available Risk of Text Backdoor Attacks Under Dataset Distillation Oct 17, 2024 Backdoor Attack Dataset Distillation
Code Code Available Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion Nov 13, 2023 Memorization text-classification
Code Code Available BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification Jun 1, 2022 Classification text-classification
Code Code Available BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification Nov 27, 2023 Classification Genre classification
Code Code Available DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification Jul 12, 2023 Classification Neural Architecture Search
Code Code Available Robust Hybrid Classical-Quantum Transfer Learning Model for Text Classification Using GPT-Neo 125M with LoRA & SMOTE Enhancement Jan 12, 2025 text-classification Text Classification
Code Code Available Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification Sep 17, 2021 Ensemble Learning Multilabel Text Classification
Code Code Available Modular Domain Adaptation Apr 26, 2022 Domain Adaptation text-classification
Code Code Available Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text Classification Jan 31, 2019 All Classification
Code Code Available From Small to Large Language Models: Revisiting the Federalist Papers Feb 25, 2025 Authorship Attribution Dimensionality Reduction
Code Code Available DDDM: a Brain-Inspired Framework for Robust Classification May 1, 2022 Classification Decision Making
Code Code Available From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information Aug 24, 2018 Classification General Classification
Code Code Available Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning Oct 1, 2018 Classification Emotion Classification
Code Code Available FRAGE: Frequency-Agnostic Word Representation Sep 18, 2018 Language Modeling Language Modelling
Code Code Available Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals Oct 21, 2022 Classification counterfactual
Code Code Available Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words Sep 19, 2017 General Classification Relation Classification
Code Code Available Semi-Supervised Data Programming with Subset Selection Aug 22, 2020 text-classification Text Classification
Code Code Available FPT: Feature Prompt Tuning for Few-shot Readability Assessment Apr 3, 2024 16k Few-Shot Text Classification
Code Code Available Data Distillation for Text Classification Apr 17, 2021 Classification General Classification
Code Code Available FlauBERT: Unsupervised Language Model Pre-training for French Dec 11, 2019 FLUE Language Modeling
Code Code Available Generative Calibration for In-context Learning Oct 16, 2023 In-Context Learning text-classification
Code Code Available FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP Jun 1, 2019 Chunking Named Entity Recognition (NER)
Code Code Available BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives Jan 10, 2022 Sentiment Analysis text-classification
Code Code Available Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text Feb 18, 2025 Authorship Attribution Language Modeling
Code Code Available MphayaNER: Named Entity Recognition for Tshivenda Apr 8, 2023 Information Retrieval named-entity-recognition
Code Code Available DAGAM: Data Augmentation with Generation And Modification Apr 6, 2022 Data Augmentation text-classification
Code Code Available AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer Sep 22, 2023 Data Augmentation Sentence
Code Code Available CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features Oct 15, 2020 Classification General Classification
Code Code Available Robustness of Misinformation Classification Systems to Adversarial Examples Through BeamAttack Jun 30, 2025 Adversarial Attack Misinformation
Code Code Available GILE: A Generalized Input-Label Embedding for Text Classification Jun 16, 2018 Classification General Classification
Code Code Available FLAG: Financial Long Document Classification via AMR-based GNN Oct 2, 2024 Abstract Meaning Representation Document Classification
Code Code Available Global Hierarchical Neural Networks using Hierarchical Softmax Aug 2, 2023 Classification text-classification
Code Code Available BERT-Based Sentiment Analysis: A Software Engineering Perspective Jun 4, 2021 Recommendation Systems Sentiment Analysis
Code Code Available Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Dec 7, 2022 General Knowledge Language Modeling
Code Code Available GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network Feb 18, 2024 Graph Neural Network In-Context Learning
Code Code Available GNN-CNN: An Efficient Hybrid Model of Convolutional and Graph Neural Networks for Text Representation Jul 10, 2025 Graph Generation Sentiment Analysis
Code Code Available Task-oriented Word Embedding for Text Classification Aug 1, 2018 Classification General Classification
Code Code Available Cutting through the noise to motivate people: A comprehensive analysis of COVID-19 social media posts de/motivating vaccination Jun 15, 2024 Misinformation Stance Detection
Code Code Available Robust Text Classification: Analyzing Prototype-Based Networks Nov 11, 2023 Adversarial Attack Classification
Code Code Available Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance Feb 20, 2024 In-Context Learning Language Modeling
Code Code Available 