A Disease Labeler for Chinese Chest X-Ray Report Generation Mar 18, 2024 Diagnostic Medical Image Analysis
— Unverified A Modified Word Saliency-Based Adversarial Attack on Text Classification Models Mar 17, 2024 Adversarial Attack Classification
— Unverified Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation Mar 17, 2024 Authorship Verification Data Augmentation
— Unverified Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning Mar 15, 2024 Fact Verification In-Context Learning
Code Code Available Harnessing Artificial Intelligence to Combat Online Hate: Exploring the Challenges and Opportunities of Large Language Models in Hate Speech Detection Mar 12, 2024 Hate Speech Detection Sentiment Analysis
— Unverified One size doesn't fit all: Predicting the Number of Examples for In-Context Learning Mar 11, 2024 All In-Context Learning
— Unverified Evolving Knowledge Distillation with Large Language Models and Active Learning Mar 11, 2024 Active Learning Knowledge Distillation
— Unverified The Impact of Quantization on the Robustness of Transformer-based Text Classifiers Mar 8, 2024 Quantization SST-2
— Unverified Advancing Chinese biomedical text mining with community challenges Mar 7, 2024 Attribute Attribute Extraction
— Unverified Privacy-preserving Fine-tuning of Large Language Models through Flatness Mar 7, 2024 Knowledge Distillation Privacy Preserving
— Unverified RADIA -- Radio Advertisement Detection with Intelligent Analytics Mar 6, 2024 Marketing speech-recognition
— Unverified Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad Mar 5, 2024 image-classification Image Classification
Code Code Available Quantum Mixed-State Self-Attention Network Mar 5, 2024 Quantum Machine Learning text-classification
— Unverified Demonstrating Mutual Reinforcement Effect through Information Flow Mar 5, 2024 Prompt Learning text-classification
— Unverified RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules Mar 5, 2024 Pseudo Label text-classification
Code Code Available KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification Mar 4, 2024 Information Retrieval Multi Label Text Classification
— Unverified RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models Mar 4, 2024 Few-Shot Text Classification parameter-efficient fine-tuning
Code Code Available Multi-level Product Category Prediction through Text Classification Mar 3, 2024 Classification Data Augmentation
Code Code Available When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES Strings Mar 3, 2024 Classification Sentence
Code Code Available Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata Enrichment Mar 1, 2024 Retrieval text-classification
Code Code Available Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification Mar 1, 2024 Domain Adaptation text-classification
— Unverified TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Feb 29, 2024 Classification text-classification
— Unverified Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification Feb 29, 2024 All Multi-Label Classification
Code Code Available Predict the Next Word: Humans exhibit uncertainty in this task and language models _____ Feb 27, 2024 text-classification Text Classification
Code Code Available Comparing effectiveness of regularization methods on text classification: Simple and complex model in data shortage situation Feb 27, 2024 text-classification Text Classification
— Unverified LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification Feb 26, 2024 Data Augmentation Knowledge Distillation
— Unverified FAIR: Filtering of Automatically Induced Rules Feb 23, 2024 text-classification Text Classification
— Unverified Towards Efficient Active Learning in NLP via Pretrained Representations Feb 23, 2024 Active Learning text-classification
— Unverified On Evaluation Protocols for Data Augmentation in a Limited Data Scenario Feb 22, 2024 Data Augmentation text-classification
— Unverified Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting Feb 22, 2024 Diversity text-classification
— Unverified Effects of term weighting approach with and without stop words removing on Arabic text classification Feb 21, 2024 Classification Text Categorization
— Unverified AlgoFormer: An Efficient Transformer Framework with Algorithmic Structures Feb 21, 2024 Machine Translation text-classification
— Unverified STENCIL: Submodular Mutual Information Based Weak Supervision for Cold-Start Active Learning Feb 21, 2024 Active Learning text-classification
Code Code Available An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach Feb 21, 2024 Language Modeling Language Modelling
— Unverified On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices Feb 20, 2024 In-Context Learning Meta-Learning
Code Code Available PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs Feb 20, 2024 text-classification Text Classification
Code Code Available 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 Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning Feb 19, 2024 Backdoor Attack parameter-efficient fine-tuning
— Unverified 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 Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers Feb 18, 2024 text-classification Text Classification
— Unverified In-Context Example Ordering Guided by Label Distributions Feb 18, 2024 In-Context Learning text-classification
— Unverified Balancing the Causal Effects in Class-Incremental Learning Feb 15, 2024 class-incremental learning Class Incremental Learning
— Unverified Improving Black-box Robustness with In-Context Rewriting Feb 13, 2024 News Classification text-classification
Code Code Available Pushing The Limit of LLM Capacity for Text Classification Feb 12, 2024 Classification Language Modeling
— Unverified Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble Feb 12, 2024 Adversarial Attack Classification
Code Code Available CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain Feb 11, 2024 Language Model Evaluation Language Modeling
— Unverified Putting Context in Context: the Impact of Discussion Structure on Text Classification Feb 5, 2024 Stance Detection text-classification
Code Code Available EEVEE: An Easy Annotation Tool for Natural Language Processing Feb 5, 2024 text-classification Text Classification
— Unverified Arabic Synonym BERT-based Adversarial Examples for Text Classification Feb 5, 2024 Adversarial Text Language Modeling
Code Code Available Data Quality Matters: Suicide Intention Detection on Social Media Posts Using RoBERTa-CNN Feb 3, 2024 Depression Detection Sentiment Analysis
— Unverified 