Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders Sep 25, 2020 Inductive Bias Representation Learning
Code Code Available 5 Automated Bug Report Prioritization in Large Open-Source Projects Apr 22, 2025 Large Language Model text-classification
Code Code Available 5 ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT Mar 30, 2019 Emotion Recognition in Conversation General Classification
Code Code Available 5 Authorship Verification based on Compression-Models Jun 1, 2017 Authorship Verification Text Classification
Code Code Available 5 Handwriting Classification for the Analysis of Art-Historical Documents Nov 4, 2020 Classification General Classification
Code Code Available 5 Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL Jul 20, 2024 Few-Shot Text Classification Q-Learning
Code Code Available 5 GUIDEQ: Framework for Guided Questioning for progressive informational collection and classification Nov 8, 2024 Question Answering 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 Guarded Query Routing for Large Language Models May 20, 2025 Large Language Model text-classification
Code Code Available 5 GUDN: A novel guide network with label reinforcement strategy for extreme multi-label text classification Jan 10, 2022 4k Multi Label Text Classification
Code Code Available 5 Gzip versus bag-of-words for text classification Jul 27, 2023 Classification text-classification
Code Code Available 5 Hate Speech Detection Using Cross-Platform Social Media Data In English and German Language Oct 2, 2024 Classification Hate Speech Detection
Code Code Available 5 Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Jun 9, 2019 Classification General 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 GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content May 13, 2023 text-classification Text Classification
Code Code Available 5 A Two-Stage Decoder for Efficient ICD Coding May 27, 2023 Classification Decoder
Code Code Available 5 P-ADMMiRNN: Training RNN with Stable Convergence via An Efficient and Paralleled ADMM Approach Jun 10, 2020 text-classification Text Classification
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 Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
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 AttViz: Online exploration of self-attention for transparent neural language modeling May 12, 2020 Language Modeling Language Modelling
Code Code Available 5 Global Hierarchical Neural Networks using Hierarchical Softmax Aug 2, 2023 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 Graph Neural Networks on Discriminative Graphs of Words Oct 27, 2024 Classification graph construction
Code Code Available 5 At the Intersection of NLP and Sustainable Development: Exploring the Impact of Demographic-Aware Text Representations in Modeling Value on a Corpus of Interviews Jun 1, 2022 Classification Privacy Preserving
Code Code Available 5 Generative Calibration for In-context Learning Oct 16, 2023 In-Context Learning text-classification
Code Code Available 5 Attentively Embracing Noise for Robust Latent Representation in BERT Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available 5 A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches May 22, 2023 Benchmarking Classification
Code Code Available 5 A Multi-cascaded Deep Model for Bilingual SMS Classification Nov 29, 2019 Classification General Classification
Code Code Available 5 GILE: A Generalized Input-Label Embedding for Text Classification Jun 16, 2018 Classification General Classification
Code Code Available 5 Graph Star Net for Generalized Multi-Task Learning Jun 21, 2019 Classification General Classification
Code Code Available 5 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 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 Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Jan 23, 2025 Decoder text-classification
Code Code Available 5 AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer Sep 22, 2023 Data Augmentation Sentence
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 A Deep Relevance Model for Zero-Shot Document Filtering Jul 1, 2018 Sentiment Analysis Text Classification
Code Code Available 5 A thorough benchmark of automatic text classification: From traditional approaches to large language models Apr 2, 2025 Sentiment Analysis text-classification
Code Code Available 5 Taming Pretrained Transformers for Extreme Multi-label Text Classification May 7, 2019 Extreme Multi-Label Classification General Classification
Code Code Available 5 GANs for Semi-Supervised Opinion Spam Detection Mar 19, 2019 General Classification Generative Adversarial Network
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 A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams May 18, 2019 BIG-bench Machine Learning Depression Detection
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 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 5 Fusing Models with Complementary Expertise Oct 2, 2023 Multiple-choice text-classification
Code Code Available 5 A Model Ensemble Approach with LLM for Chinese Text Classification Mar 22, 2024 Diagnostic Few-shot NER
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 FPT: Feature Prompt Tuning for Few-shot Readability Assessment Apr 3, 2024 16k Few-Shot Text Classification
Code Code Available 5 FRAGE: Frequency-Agnostic Word Representation Sep 18, 2018 Language Modeling Language Modelling
Code Code Available 5 