Rational Recurrences Aug 28, 2018 Language Modeling Language Modelling
Code Code Available Low Resource Text Classification with ULMFit and Backtranslation Mar 21, 2019 Classification Data Augmentation
Code Code Available Robust Text Classifier on Test-Time Budgets Aug 24, 2018 General Classification text-classification
Code Code Available Substituting Data Annotation with Balanced Updates and Collective Loss in Multi-label Text Classification Sep 24, 2023 Language Modeling Language Modelling
Code Code Available REAL: A Representative Error-Driven Approach for Active Learning Jul 3, 2023 Active Learning Diversity
Code Code Available Multi-Source Cross-Lingual Model Transfer: Learning What to Share Oct 8, 2018 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification Nov 1, 2021 text-classification Text Classification
Code Code Available Subword-level Word Vector Representations for Korean Jul 1, 2018 Document Classification Language Modeling
Code Code Available Recipe recognition with large multimodal food dataset Jul 3, 2015 Image Classification Text Classification
Code Code Available Subword Semantic Hashing for Intent Classification on Small Datasets Oct 16, 2018 Chatbot General Classification
Code Code Available Suggestion Mining from Online Reviews using ULMFiT Apr 19, 2019 Classification General Classification
Code Code Available A Hierarchical Neural Attention-based Text Classifier Oct 1, 2018 Classification General Classification
Code Code Available A Graph Degeneracy-based Approach to Keyword Extraction Nov 1, 2016 Document Classification Information Retrieval
Code Code Available Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification May 26, 2022 Classification Domain Adaptation
Code Code Available Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification Jan 23, 2017 Binary Classification Classification
Code Code Available Recurrent Convolutional Neural Networks for Text Classification Jan 1, 2015 Classification Emotion Recognition in Conversation
Code Code Available ASCM: An Answer Space Clustered Prompting Method without Answer Engineering May 1, 2022 Few-Shot Text Classification Natural Language Inference
Code Code Available Developing a Chatbot system using Deep Learning based for Universities consultancy Feb 28, 2022 Chatbot Deep Learning
Code Code Available Transforming Unstructured Text into Data with Context Rule Assisted Machine Learning (CRAML) Jan 20, 2023 Management text-classification
Code Code Available Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data Jul 2, 2023 Question Answering text-classification
Code Code Available Unsupervised Sentence-embeddings by Manifold Approximation and Projection Feb 7, 2021 Sentence Sentence Embeddings
Code Code Available Making Language Model a Hierarchical Classifier and Generator Jul 17, 2025 Decoder Language Modeling
Code Code Available An Approach for Process Model Extraction By Multi-Grained Text Classification May 16, 2019 General Classification Management
Code Code Available Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks Oct 1, 2022 Classification Language Modeling
Code Code Available A C-LSTM Neural Network for Text Classification Nov 27, 2015 General Classification Sentence
Code Code Available SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data Feb 26, 2019 General Classification Text Classification
Code Code Available MAML-CL: Edited Model-Agnostic Meta-Learning for Continual Learning Nov 16, 2021 Continual Learning Meta-Learning
Code Code Available Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining Aug 7, 2023 Emotion Recognition Opinion Mining
Code Code Available Analysis of Socially Unacceptable Discourse with Zero-shot Learning Sep 10, 2024 text-classification Text Classification
Code Code Available Supervised and Unsupervised Neural Approaches to Text Readability Jul 26, 2019 Classification Feature Engineering
Code Code Available Translations as Additional Contexts for Sentence Classification Jun 14, 2018 Classification General Classification
Code Code Available Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification Oct 18, 2019 Feature Importance General Classification
Code Code Available Mao-Zedong At SemEval-2023 Task 4: Label Represention Multi-Head Attention Model With Contrastive Learning-Enhanced Nearest Neighbor Mechanism For Multi-Label Text Classification Jul 11, 2023 Contrastive Learning Multi Label Text Classification
Code Code Available WOT-Class: Weakly Supervised Open-world Text Classification May 21, 2023 Classification image-classification
Code Code Available REDUCR: Robust Data Downsampling Using Class Priority Reweighting Dec 1, 2023 text-classification Text Classification
Code Code Available Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation Mar 3, 2022 Adversarial Defense Density Estimation
Code Code Available Detection of Fake Generated Scientific Abstracts Apr 12, 2023 Text Classification
Code Code Available Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers Jan 12, 2020 Classification General Classification
Code Code Available WC-SBERT: Zero-Shot Text Classification via SBERT with Self-Training for Wikipedia Categories Jul 28, 2023 text-classification Text Classification
Code Code Available Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation May 1, 2022 Adversarial Defense Density Estimation
Code Code Available Supervised Word Mover's Distance Dec 1, 2016 Document Classification General Classification
Code Code Available USA: Universal Sentiment Analysis Model & Construction of Japanese Sentiment Text Classification and Part of Speech Dataset Sep 7, 2023 Classification POS
Code Code Available Detecting Text Formality: A Study of Text Classification Approaches Apr 19, 2022 Classification Retrieval
Code Code Available Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMs Jan 30, 2024 Sentiment Analysis Sentiment Classification
Code Code Available Detecting Media Bias in News Articles using Gaussian Bias Distributions Oct 20, 2020 Articles Bias Detection
Code Code Available Description-Enhanced Label Embedding Contrastive Learning for Text Classification Jun 15, 2023 Classification Contrastive Learning
Code Code Available Supporting Comedy Writers: Predicting Audience’s Response from Sketch Comedy and Crosstalk Scripts Nov 1, 2020 text-classification Text Classification
Code Code Available Depth Growing for Neural Machine Translation Jul 3, 2019 Machine Translation NMT
Code Code Available Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization Mar 8, 2025 Graph Classification text-classification
Code Code Available An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Sep 28, 2024 Bilevel Optimization LEMMA
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