Multinomial Adversarial Networks for Multi-Domain Text Classification Feb 15, 2018 Classification Cross-Domain Text Classification
Code Code Available Bangla Text Classification using Transformers Nov 9, 2020 Authorship Attribution Classification
Code Code Available SaudiBERT: A Large Language Model Pretrained on Saudi Dialect Corpora May 10, 2024 Language Modeling Language Modelling
Code Code Available 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 Few-shot Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
Code Code Available Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Jan 28, 2022 Cross-Domain Text Classification Domain Adaptation
Code Code Available Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble Feb 12, 2024 Adversarial Attack Classification
Code Code Available Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification Dec 1, 2016 General Classification text-classification
Code Code Available Multi-relation Message Passing for Multi-label Text Classification Feb 10, 2022 Classification image-classification
Code Code Available Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification May 22, 2024 Quantum Machine Learning Sentence
Code Code Available Cross-Lingual Text Classification of Transliterated Hindi and Malayalam Aug 31, 2021 Benchmarking Classification
Code Code Available Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning Mar 15, 2024 Fact Verification In-Context Learning
Code Code Available One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial Support Jun 15, 2023 Benchmarking Information Retrieval
Code Code Available Hierarchical Attentional Hybrid Neural Networks for Document Classification Jan 20, 2019 Classification Document Classification
Code Code Available Feature Distribution Matching for Federated Domain Generalization Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available Hierarchical Attention Networks for Document Classification Jun 1, 2016 Citation Intent Classification Classification
Code Code Available TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers Apr 19, 2021 Diversity Hope Speech Detection
Code Code Available Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models Feb 20, 2025 Fact Checking text-classification
Code Code Available Few-Shot Charge Prediction with Discriminative Legal Attributes Aug 1, 2018 Attribute Prediction
Code Code Available Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces Oct 1, 2018 General Classification Multi-Label Classification
Code Code Available Hierarchical Interpretation of Neural Text Classification Feb 20, 2022 Classification text-classification
Code Code Available Token-Level Graphs for Short Text Classification Dec 17, 2024 Classification Information Retrieval
Code Code Available Multi-Task Learning for Features Extraction in Financial Annual Reports Apr 8, 2024 Multi-Task Learning Sentence
Code Code Available Hierarchical Multi-label Classification of Text with Capsule Networks Jul 1, 2019 Attribute Classification
Code Code Available FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Apr 18, 2021 Benchmarking Federated Learning
Code Code Available SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations Dec 20, 2016 Clustering Information Retrieval
Code Code Available TEDB System Description to a Shared Task on Euphemism Detection 2022 Jan 16, 2023 Sarcasm Detection Sentiment Analysis
Code Code Available Scheduled DropHead: A Regularization Method for Transformer Models Apr 28, 2020 Machine Translation text-classification
Code Code Available Cross-lingual Distillation for Text Classification May 5, 2017 Classification General Classification
Code Code Available Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders Sep 25, 2020 Inductive Bias Representation Learning
Code Code Available Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Jun 9, 2019 Classification General Classification
Code Code Available Hierarchical Text Classification (HTC) vs. eXtreme Multilabel Classification (XML): Two Sides of the Same Medal Nov 20, 2024 Classification Multi Label Text Classification
Code Code Available Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language May 2, 2022 Graph Reconstruction Sarcasm Detection
Code Code Available SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics Oct 2, 2024 Classification Language Modeling
Code Code Available Hierarchical Text Classification with Reinforced Label Assignment Aug 27, 2019 Classification Deep Reinforcement Learning
Code Code Available Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters Aug 17, 2018 Diversity Document Classification
Code Code Available Federated Continual Learning for Text Classification via Selective Inter-client Transfer Oct 12, 2022 Continual Learning Federated Learning
Code Code Available Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization May 25, 2018 Document Classification Multilingual text classification
Code Code Available Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Dec 11, 2022 Classification text-classification
Code Code Available Cross-lingual Annotation Projection in Legal Texts Dec 1, 2020 Cross-Lingual Transfer Dynamic Time Warping
Code Code Available Fake News Detection: a comparison between available Deep Learning techniques in vector space Feb 18, 2021 Fake News Detection text-classification
Code Code Available MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data Nov 5, 2022 Knowledge Graphs Named Entity Recognition (NER)
Code Code Available Using Titles vs. Full-text as Source for Automated Semantic Document Annotation May 15, 2017 Articles Classification
Code Code Available Naive Bayes and Text Classification I - Introduction and Theory Oct 16, 2014 Classification Disease Prediction
Code Code Available Bag of Tricks for In-Distribution Calibration of Pretrained Transformers Feb 13, 2023 Classification Data Augmentation
Code Code Available A Model Ensemble Approach with LLM for Chinese Text Classification Mar 22, 2024 Diagnostic Few-shot NER
Code Code Available Cross-Domain Labeled LDA for Cross-Domain Text Classification Sep 16, 2018 Classification Cross-Domain Text Classification
Code Code Available Topical Coherence in LDA-based Models through Induced Segmentation Jul 1, 2017 Ad-Hoc Information Retrieval General Classification
Code Code Available Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute Classification
Code Code Available 