Graph Star Net for Generalized Multi-Task Learning Jun 21, 2019 Classification General Classification
Code Code Available 5 Graph Neural Networks on Discriminative Graphs of Words Oct 27, 2024 Classification graph construction
Code Code Available 5 Guarded Query Routing for Large Language Models May 20, 2025 Large Language Model text-classification
Code Code Available 5 GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory Jun 18, 2024 Code Generation Mathematical Problem-Solving
Code Code Available 5 Memorization of Named Entities in Fine-tuned BERT Models Dec 7, 2022 Memorization Privacy Preserving
Code Code Available 5 Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples Aug 21, 2019 Adversarial Text Classification
Code Code Available 5 Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation Jan 27, 2022 Few-Shot Text Classification Meta-Learning
Code Code Available 5 A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard Oct 24, 2022 Descriptive Multi Class Text Classification
Code Code Available 5 GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content May 13, 2023 text-classification Text Classification
Code Code Available 5 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 5 Assessing the Sufficiency of Arguments through Conclusion Generation Oct 26, 2021 text-classification Text Classification
Code Code Available 5 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 5 Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available 5 G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Dec 7, 2022 General Knowledge Language Modeling
Code Code Available 5 HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts Jul 23, 2020 Sentiment Analysis Sentiment Classification
Code Code Available 5 Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings Jul 1, 2018 General Classification Information Retrieval
Code Code Available 5 Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification Sep 6, 2019 Blocking General Classification
Code Code Available 5 Assessing Robustness of Text Classification through Maximal Safe Radius Computation Oct 1, 2020 Classification General Classification
Code Code Available 5 AdaptText: A Novel Framework for Domain-Independent Automated Sinhala Text Classification Nov 13, 2021 Classification text-classification
Code Code Available 5 Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available 5 Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain Aug 30, 2024 Language Modeling Language Modelling
Code Code Available 5 Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification Sep 17, 2021 Ensemble Learning Multilabel Text Classification
Code Code Available 5 Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection Apr 20, 2020 Machine Reading Comprehension Question Answering
Code Code Available 5 Generative Calibration for In-context Learning Oct 16, 2023 In-Context Learning text-classification
Code Code Available 5 Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification Sep 10, 2022 Few-Shot Text Classification Meta-Learning
Code Code Available 5 Ask Me Anything: Dynamic Memory Networks for Natural Language Processing Jun 24, 2015 General Classification Part-Of-Speech Tagging
Code Code Available 5 Fusing Models with Complementary Expertise Oct 2, 2023 Multiple-choice text-classification
Code Code Available 5 GANs for Semi-Supervised Opinion Spam Detection Mar 19, 2019 General Classification Generative Adversarial Network
Code Code Available 5 A Simple yet Brisk and Efficient Active Learning Platform for Text Classification Jan 31, 2021 Active Learning BIG-bench Machine Learning
Code Code Available 5 All-but-the-Top: Simple and Effective Postprocessing for Word Representations Feb 5, 2017 All General Classification
Code Code Available 5 Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion Nov 13, 2023 Memorization text-classification
Code Code Available 5 Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification Jun 1, 2018 General Classification Sentiment Analysis
Code Code Available 5 GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification Sep 20, 2024 Graph Attention text-classification
Code Code Available 5 A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification Apr 26, 2025 Sentiment Analysis text-classification
Code Code Available 5 A Library Perspective on Supervised Text Processing in Digital Libraries: An Investigation in the Biomedical Domain Nov 6, 2024 Knowledge Graphs Relation Extraction
Code Code Available 5 FRAGE: Frequency-Agnostic Word Representation Sep 18, 2018 Language Modeling Language Modelling
Code Code Available 5 A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Oct 18, 2022 Cross-Lingual Transfer text-classification
Code Code Available 5 Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Oct 28, 2019 Domain Adaptation text-classification
Code Code Available 5 FPT: Feature Prompt Tuning for Few-shot Readability Assessment Apr 3, 2024 16k Few-Shot Text Classification
Code Code Available 5 From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information Aug 24, 2018 Classification General Classification
Code Code Available 5 A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text Classification Aug 7, 2019 General Classification Sentiment Analysis
Code Code Available 5 Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations Apr 3, 2024 Cross-Lingual Transfer text-classification
Code Code Available 5 A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts Nov 14, 2023 text-classification Text Classification
Code Code Available 5 A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors May 14, 2018 Document Classification Domain Adaptation
Code Code Available 5 From Small to Large Language Models: Revisiting the Federalist Papers Feb 25, 2025 Authorship Attribution Dimensionality Reduction
Code Code Available 5 FlauBERT: Unsupervised Language Model Pre-training for French Dec 11, 2019 FLUE Language Modeling
Code Code Available 5 FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP Jun 1, 2019 Chunking Named Entity Recognition (NER)
Code Code Available 5 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 5 FLAG: Financial Long Document Classification via AMR-based GNN Oct 2, 2024 Abstract Meaning Representation Document Classification
Code Code Available 5 A Japanese Masked Language Model for Academic Domain Oct 1, 2022 Articles Language Modeling
Code Code Available 5 