Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts Aug 28, 2023 Abusive Language Fake News Detection
— Unverified GRASP: A Rehearsal Policy for Efficient Online Continual Learning Aug 25, 2023 class-incremental learning Class Incremental Learning
— Unverified Compressor-Based Classification for Atrial Fibrillation Detection Aug 25, 2023 Atrial Fibrillation Detection Avg
— Unverified SEA: Shareable and Explainable Attribution for Query-based Black-box Attacks Aug 23, 2023 Attribute text-classification
— Unverified Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices Aug 22, 2023 text-classification Text Classification
— Unverified Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset Aug 21, 2023 Document Classification Generative Adversarial Network
— Unverified Open, Closed, or Small Language Models for Text Classification? Aug 19, 2023 Classification Misinformation
— Unverified Optimizing Multi-Class Text Classification: A Diverse Stacking Ensemble Framework Utilizing Transformers Aug 19, 2023 Classification Multi Class Text Classification
— Unverified Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification Aug 18, 2023 intent-classification Intent Classification
— Unverified Accelerated materials language processing enabled by GPT Aug 18, 2023 Document Classification Extractive Question-Answering
— Unverified Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification Aug 14, 2023 Classification Multilingual text classification
Code Code Available Approximating Human-Like Few-shot Learning with GPT-based Compression Aug 14, 2023 Data Compression Few-Shot Learning
— Unverified Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based Models Aug 11, 2023 Binary text classification Feature Engineering
Code Code Available Weakly Supervised Text Classification on Free Text Comments in Patient-Reported Outcome Measures Aug 11, 2023 text-classification Text Classification
— Unverified Exploring Machine Learning and Transformer-based Approaches for Deceptive Text Classification: A Comparative Analysis Aug 10, 2023 Classification text-classification
— Unverified Exploring Multilingual Text Data Distillation Aug 9, 2023 Dataset Distillation Fairness
Code Code Available Emotion-Conditioned Text Generation through Automatic Prompt Optimization Aug 9, 2023 Conditional Text Generation Few-Shot Text Classification
— Unverified A Comparative Study on TF-IDF feature Weighting Method and its Analysis using Unstructured Dataset Aug 8, 2023 Classification Information Retrieval
— Unverified Ahead of the Text: Leveraging Entity Preposition for Financial Relation Extraction Aug 8, 2023 Financial Relation Extraction Language Modeling
— Unverified Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining Aug 7, 2023 Emotion Recognition Opinion Mining
Code Code Available Mondrian: Prompt Abstraction Attack Against Large Language Models for Cheaper API Pricing Aug 7, 2023 Language Modelling Large Language Model
— Unverified Textual Data Mining for Financial Fraud Detection: A Deep Learning Approach Aug 5, 2023 Binary Classification Fraud Detection
— Unverified From Fake to Hyperpartisan News Detection Using Domain Adaptation Aug 4, 2023 Clustering Contrastive Learning
— Unverified Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification Aug 4, 2023 Domain Adaptation Meta-Learning
— Unverified Supply chain emission estimation using large language models Aug 3, 2023 text-classification Text Classification
— Unverified Tag Prediction of Competitive Programming Problems using Deep Learning Techniques Aug 3, 2023 Deep Learning TAG
— Unverified Food Classification using Joint Representation of Visual and Textual Data Aug 3, 2023 Classification image-classification
— Unverified Feature-aware conditional GAN for category text generation Aug 2, 2023 Decoder Diversity
— Unverified Industrial Memories: Exploring the Findings of Government Inquiries with Neural Word Embedding and Machine Learning Aug 2, 2023 text-classification Text Classification
— Unverified Global Hierarchical Neural Networks using Hierarchical Softmax Aug 2, 2023 Classification text-classification
Code Code Available Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks Jul 31, 2023 text-classification Text Classification
— Unverified Changes in Policy Preferences in German Tweets during the COVID Pandemic Jul 31, 2023 text-classification Text Classification
— Unverified DoDo Learning: DOmain-DemOgraphic Transfer in Language Models for Detecting Abuse Targeted at Public Figures Jul 31, 2023 text-classification Text Classification
Code Code Available LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning Jul 30, 2023 Android Malware Detection Classification
— Unverified Recent Advances in Hierarchical Multi-label Text Classification: A Survey Jul 30, 2023 Classification Multi Label Text Classification
— Unverified WC-SBERT: Zero-Shot Text Classification via SBERT with Self-Training for Wikipedia Categories Jul 28, 2023 text-classification Text Classification
Code Code Available Gzip versus bag-of-words for text classification Jul 27, 2023 Classification text-classification
Code Code Available ARC-NLP at PAN 2023: Hierarchical Long Text Classification for Trigger Detection Jul 27, 2023 ARC text-classification
— Unverified Retrieval-based Text Selection for Addressing Class-Imbalanced Data in Classification Jul 27, 2023 Binary Classification Management
— Unverified Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation Jul 24, 2023 Few-Shot Learning Hate Speech Detection
— Unverified Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models Jul 22, 2023 Articles Classification
Code Code Available DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce Jul 21, 2023 Multi Label Text Classification Multi-Label Text Classification
— Unverified CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study Jul 21, 2023 Few-Shot Learning text-classification
— Unverified Unmasking Falsehoods in Reviews: An Exploration of NLP Techniques Jul 20, 2023 Classification Data Augmentation
— Unverified Linearized Relative Positional Encoding Jul 18, 2023 image-classification Image Classification
Code Code Available Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers Jul 18, 2023 Out-of-Distribution Detection text-classification
— Unverified Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study Jul 18, 2023 Classification Document Classification
Code Code Available Analyzing the Impact of Adversarial Examples on Explainable Machine Learning Jul 17, 2023 Autonomous Vehicles Classification
— Unverified Fast Quantum Algorithm for Attention Computation Jul 16, 2023 Language Modeling Language Modelling
— Unverified Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT Jul 14, 2023 QNLI QQP
— Unverified 