HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text Feb 2, 2024 Adversarial Attack Hard-label Attack
Code Code Available An Information-Theoretic Approach to Analyze NLP Classification Tasks Feb 1, 2024 Multiple-choice Reading Comprehension
Code Code Available Learning Label Hierarchy with Supervised Contrastive Learning Jan 31, 2024 Contrastive Learning text-classification
Code Code Available Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers Jan 30, 2024 All Data Augmentation
— Unverified Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks Jan 30, 2024 named-entity-recognition Named Entity Recognition
— Unverified 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 Identifying False Content and Hate Speech in Sinhala YouTube Videos by Analyzing the Audio Jan 30, 2024 Hate Speech Detection Misinformation
— Unverified HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification Jan 24, 2024 Articles Language Modeling
— Unverified APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT Jan 24, 2024 text-classification Text Classification
Code Code Available Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements Jan 23, 2024 Information Retrieval Prediction
— Unverified IndiText Boost: Text Augmentation for Low Resource India Languages Jan 23, 2024 Data Augmentation Multi Class Text Classification
— Unverified Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection Jan 22, 2024 Binary Classification Classification
— Unverified Community-based Behavioral Understanding of Crisis Activity Concerns using Social Media Data: A Study on the 2023 Canadian Wildfires in New York City Jan 22, 2024 text-classification Text Classification
— Unverified Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers Jan 18, 2024 Adversarial Robustness parameter-efficient fine-tuning
— Unverified Leveraging Biases in Large Language Models: "bias-kNN'' for Effective Few-Shot Learning Jan 18, 2024 Few-Shot Learning In-Context Learning
— Unverified Improving Classification Performance With Human Feedback: Label a few, we label the rest Jan 17, 2024 Active Learning text-classification
— Unverified Machines Do See Color: A Guideline to Classify Different Forms of Racist Discourse in Large Corpora Jan 17, 2024 text-classification Text Classification
— Unverified Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis Jan 17, 2024 Bilevel Optimization Hyperparameter Optimization
Code Code Available A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR Jan 16, 2024 Active Learning Systematic Literature Review
Code Code Available Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification Jan 15, 2024 Active Learning Multi Label Text Classification
— Unverified Active Learning for NLP with Large Language Models Jan 14, 2024 Active Learning text-classification
— Unverified A Comprehensive Survey of Text Classification Techniques and Their Research Applications: Observational and Experimental Insights Jan 11, 2024 Classification text-classification
— Unverified Hierarchical Knowledge Distillation on Text Graph for Data-limited Attribute Inference Jan 10, 2024 Attribute Few-Shot Learning
— Unverified Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features Jan 10, 2024 Classification Code Classification
Code Code Available A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer Jan 10, 2024 text-classification Text Classification
— Unverified IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification Jan 8, 2024 Clustering Language Modeling
— Unverified The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance Jan 8, 2024 Language Modeling Language Modelling
Code Code Available Text Classification Based on Knowledge Graphs and Improved Attention Mechanism Jan 7, 2024 Decoder Knowledge Graphs
— Unverified MultiSiam: A Multiple Input Siamese Network For Social Media Text Classification And Duplicate Text Detection Jan 6, 2024 text-classification Text Classification
— Unverified CoT-Driven Framework for Short Text Classification: Enhancing and Transferring Capabilities from Large to Smaller Model Jan 6, 2024 Common Sense Reasoning Multi-Task Learning
— Unverified Migrating Birds Optimization-Based Feature Selection for Text Classification Jan 4, 2024 Classification Computational Efficiency
— Unverified ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training Dec 29, 2023 text-classification Text Classification
— Unverified How Robust are LLMs to In-Context Majority Label Bias? Dec 27, 2023 In-Context Learning text-classification
— Unverified TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification Dec 25, 2023 Cross-Domain Text Classification Disentanglement
Code Code Available TDeLTA: A Light-weight and Robust Table Detection Method based on Learning Text Arrangement Dec 18, 2023 Optical Character Recognition (OCR) Table Detection
— Unverified Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction Dec 18, 2023 Entity Embeddings Language Modeling
Code Code Available Regularized Conditional Alignment for Multi-Domain Text Classification Dec 18, 2023 Classification text-classification
— Unverified A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis Dec 16, 2023 Classification Contrastive Learning
— Unverified Exploring Multi-Level Threats in Telegram Data with AI-Human Annotation: A Preliminary Study Dec 15, 2023 Information Retrieval Text Classification
— Unverified Well-calibrated Confidence Measures for Multi-label Text Classification with a Large Number of Labels Dec 14, 2023 Conformal Prediction Multi Label Text Classification
— Unverified Object Recognition from Scientific Document based on Compartment Refinement Framework Dec 14, 2023 Articles Document Layout Analysis
— Unverified ICL Markup: Structuring In-Context Learning using Soft-Token Tags Dec 12, 2023 In-Context Learning Intent Detection
— Unverified XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks Dec 12, 2023 GPU Neural Architecture Search
— Unverified Revisiting the Role of Label Smoothing in Enhanced Text Sentiment Classification Dec 11, 2023 Classification image-classification
— Unverified The performance of multiple language models in identifying offensive language on social media Dec 10, 2023 Information Retrieval Retrieval
— Unverified Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning Dec 10, 2023 CoLA Federated Learning
— Unverified Enhancing Medical Specialty Assignment to Patients using NLP Techniques Dec 9, 2023 Language Modeling Language Modelling
— Unverified A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing Dec 9, 2023 Deep Learning Language Modeling
— Unverified Illicit Darkweb Classification via Natural-language Processing: Classifying Illicit Content of Webpages based on Textual Information Dec 8, 2023 Classification Language Modeling
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