Token Prediction as Implicit Classification to Identify LLM-Generated Text Nov 15, 2023 Classification text-classification
Code Code Available A New Korean Text Classification Benchmark for Recognizing the Political Intents in Online Newspapers Nov 3, 2023 Articles Classification
Code Code Available Pushdown Layers: Encoding Recursive Structure in Transformer Language Models Oct 29, 2023 text-classification Text Classification
Code Code Available MUSER: A Multi-View Similar Case Retrieval Dataset Oct 24, 2023 Fairness Retrieval
Code Code Available This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models Oct 24, 2023 Descriptive Negation
Code Code Available JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification Oct 23, 2023 Pseudo Label Semi-Supervised Text Classification
Code Code Available PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation Oct 22, 2023 Data Augmentation Language Modeling
Code Code Available Text generation for dataset augmentation in security classification tasks Oct 22, 2023 Data Augmentation Fraud Detection
Code Code Available Transformer-based Entity Legal Form Classification Oct 19, 2023 Classification Data Integration
Code Code Available Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning Oct 12, 2023 All In-Context Learning
Code Code Available DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Oct 10, 2023 Classification Knowledge Graphs
Code Code Available InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective Oct 10, 2023 Classification Continual Learning
Code Code Available Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification Oct 8, 2023 Contrastive Learning Multi-Label Classification
Code Code Available KoMultiText: Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online Services Oct 6, 2023 Hate Speech Detection Multi-Task Learning
Code Code Available Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture Oct 4, 2023 Language Modeling Language Modelling
Code Code Available Label Supervised LLaMA Finetuning Oct 2, 2023 GPU named-entity-recognition
Code Code Available Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available A Text Classification-Based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes Sep 24, 2023 Language Modelling text-classification
Code Code Available Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation Sep 21, 2023 Benchmarking Classification
Code Code Available Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning Sep 19, 2023 Instruction Following Language Modeling
Code Code Available Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs Sep 18, 2023 Dataset Generation Question Answering
Code Code Available Large Language Models for Failure Mode Classification: An Investigation Sep 15, 2023 Classification Prompt Engineering
Code Code Available CRUISE-Screening: Living Literature Reviews Toolbox Sep 4, 2023 Question Answering text-classification
Code Code Available SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation Aug 29, 2023 Knowledge Distillation text-classification
Code Code Available MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification Aug 25, 2023 Multi Label Text Classification Multi-Label Text Classification
Code Code Available Large Language Models to Identify Social Determinants of Health in Electronic Health Records Aug 11, 2023 Adversarial Robustness Ethics
Code Code Available GIST: Generating Image-Specific Text for Fine-grained Object Classification Jul 21, 2023 Classification Fine-Grained Image Classification
Code Code Available Prompt Tuning on Graph-augmented Low-resource Text Classification Jul 15, 2023 Articles Classification
Code Code Available Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Jul 14, 2023 Aspect-Based Sentiment Analysis Attribute
Code Code Available Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification Jun 26, 2023 Classification Emotion Classification
Code Code Available MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification Jun 15, 2023 Classification Few-Shot Text Classification
Code Code Available Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks Jun 13, 2023 text-classification Text Classification
Code Code Available Linear Classifier: An Often-Forgotten Baseline for Text Classification Jun 12, 2023 Classification text-classification
Code Code Available Learning Transformer Programs Jun 1, 2023 In-Context Learning Interpretable Machine Learning
Code Code Available Efficient Shapley Values Estimation by Amortization for Text Classification May 31, 2023 Classification text-classification
Code Code Available LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning May 29, 2023 Contrastive Learning Data Augmentation
Code Code Available Mitigating Label Biases for In-context Learning May 28, 2023 In-Context Learning text-classification
Code Code Available Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification May 26, 2023 Classification Contrastive Learning
Code Code Available Label Agnostic Pre-training for Zero-shot Text Classification May 25, 2023 Classification text-classification
Code Code Available ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification May 24, 2023 text-classification Text Classification
Code Code Available HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification May 24, 2023 Hierarchical Multi-label Classification Multi-Label Classification
Code Code Available PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training May 23, 2023 Pseudo Label Sentiment Analysis
Code Code Available DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available Zero-Shot Text Classification via Self-Supervised Tuning May 19, 2023 Classification Self-Supervised Learning
Code Code Available ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval May 18, 2023 Descriptive Retrieval
Code Code Available ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification May 16, 2023 Classification Contrastive Learning
Code Code Available Tailoring Instructions to Student's Learning Levels Boosts Knowledge Distillation May 16, 2023 Knowledge Distillation text-classification
Code Code Available Pre-Training to Learn in Context May 16, 2023 In-Context Learning Language Modeling
Code Code Available UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning May 16, 2023 Contrastive Learning Image-text Classification
Code Code Available Text Classification via Large Language Models May 15, 2023 Classification Diagnostic
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