Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuning Aug 19, 2024 Active Learning text-classification
— Unverified AutoML-guided Fusion of Entity and LLM-based Representations for Document Classification Aug 19, 2024 AutoML Classification
Code Code Available BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis Aug 16, 2024 Diversity Sentiment Analysis
— Unverified FourierKAN outperforms MLP on Text Classification Head Fine-tuning Aug 16, 2024 Classification Kolmogorov-Arnold Networks
Code Code Available Evaluating Text Classification Robustness to Part-of-Speech Adversarial Examples Aug 15, 2024 Decision Making text-classification
— Unverified Large Language Models Prompting With Episodic Memory Aug 14, 2024 Few-Shot Learning Reinforcement Learning (RL)
— Unverified Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification Aug 13, 2024 Hierarchical Multi-label Classification Multi-Label Classification
Code Code Available Comprehensive dataset of user-submitted articles with ideological and extreme bias from Reddit Aug 12, 2024 Articles Holdout Set
Code Code Available HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning Aug 11, 2024 Classification Contrastive Learning
— Unverified SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning Aug 10, 2024 Hallucination Optical Character Recognition
Code Code Available Text classification optimization algorithm based on graph neural network Aug 9, 2024 Classification graph construction
— Unverified In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Aug 9, 2024 Image to text Object
Code Code Available SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals Aug 8, 2024 counterfactual Explainable artificial intelligence
— Unverified Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning Aug 7, 2024 Active Learning counterfactual
— Unverified A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Aug 6, 2024 Contrastive Learning Multi Label Text Classification
— Unverified Leveraging Parameter Efficient Training Methods for Low Resource Text Classification: A Case Study in Marathi Aug 6, 2024 parameter-efficient fine-tuning text-classification
— Unverified L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization Aug 6, 2024 GPU Quantization
— Unverified Interpretation of the Intent Detection Problem as Dynamics in a Low-dimensional Space Aug 5, 2024 Intent Detection text-classification
— Unverified Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services Aug 5, 2024 image-classification Image Classification
Code Code Available CERT-ED: Certifiably Robust Text Classification for Edit Distance Aug 1, 2024 text-classification Text Classification
— Unverified The Susceptibility of Example-Based Explainability Methods to Class Outliers Jul 30, 2024 image-classification Image Classification
— Unverified Graphite: A Graph-based Extreme Multi-Label Short Text Classifier for Keyphrase Recommendation Jul 29, 2024 GPU text-classification
— Unverified Inference-Time Selective Debiasing Jul 27, 2024 Fairness text-classification
— Unverified A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks Jul 24, 2024 Active Learning Domain Adaptation
— Unverified Lawma: The Power of Specialization for Legal Tasks Jul 23, 2024 Language Modeling Language Modelling
— Unverified AIDE: Antithetical, Intent-based, and Diverse Example-Based Explanations Jul 22, 2024 Diversity Prediction
— Unverified A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts Jul 21, 2024 Articles Multi Label Text Classification
— Unverified A Comprehensive Review of Few-shot Action Recognition Jul 20, 2024 Action Recognition Few-Shot action recognition
— Unverified Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL Jul 20, 2024 Few-Shot Text Classification Q-Learning
Code Code Available Adaptive Cascading Network for Continual Test-Time Adaptation Jul 17, 2024 image-classification Image Classification
Code Code Available Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? Jul 17, 2024 Specificity text-classification
— Unverified Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion Jul 15, 2024 image-classification Image Classification
Code Code Available Text-Based Detection of On-Hold Scripts in Contact Center Calls Jul 13, 2024 Automatic Speech Recognition speech-recognition
Code Code Available GPC: Generative and General Pathology Image Classifier Jul 12, 2024 Classification image-classification
— Unverified Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification Jul 12, 2024 few-shot-htc Few-shot HTC
— Unverified Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis Jul 11, 2024 Multi-Task Learning Prediction
— Unverified NoisyAG-News: A Benchmark for Addressing Instance-Dependent Noise in Text Classification Jul 9, 2024 image-classification Image Classification
— Unverified New Directions in Text Classification Research: Maximizing The Performance of Sentiment Classification from Limited Data Jul 8, 2024 Classification Sentiment Analysis
— Unverified Open-world Multi-label Text Classification with Extremely Weak Supervision Jul 8, 2024 Keyword Extraction Language Modelling
Code Code Available Bias Correction in Machine Learning-based Classification of Rare Events Jul 4, 2024 Classification Event Detection
— Unverified Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts Jul 2, 2024 Decoder In-Context Learning
— Unverified Protecting Privacy in Classifiers by Token Manipulation Jul 1, 2024 text-classification Text Classification
— Unverified Calibrated Large Language Models for Binary Question Answering Jul 1, 2024 Binary text classification Question Answering
— Unverified LegalTurk Optimized BERT for Multi-Label Text Classification and NER Jun 30, 2024 Multi Label Text Classification Multi-Label Text Classification
— Unverified LLM-Generated Natural Language Meets Scaling Laws: New Explorations and Data Augmentation Methods Jun 29, 2024 Data Augmentation Few-Shot Text Classification
— Unverified A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Jun 29, 2024 Language Identification Machine Translation
— Unverified Calibrated SVM for Probabilistic Classification of In-Vehicle Voices into Vehicle Commands via Voice-to-Text LLM Transformation Jun 28, 2024 Speech-to-Text text-classification
Code Code Available Data Generation Using Large Language Models for Text Classification: An Empirical Case Study Jun 27, 2024 Diversity Natural Language Understanding
— Unverified Spiking Convolutional Neural Networks for Text Classification Jun 27, 2024 Classification text-classification
Code Code Available Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated Jun 26, 2024 Binary Classification LLM-generated Text Detection
— Unverified 