Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification May 24, 2023 text-classification Text Classification
Code Code Available PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification May 24, 2023 Classification Contrastive Learning
— Unverified ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification May 24, 2023 text-classification Text Classification
Code Code Available Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks May 24, 2023 Informativeness Question Answering
— Unverified Active Learning for Natural Language Generation May 24, 2023 Active Learning Classification
— Unverified Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain May 23, 2023 Language Modeling Language Modelling
— Unverified Handling Realistic Label Noise in BERT Text Classification May 23, 2023 Classification text-classification
— Unverified Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings May 23, 2023 Active Learning Language Modeling
Code Code Available Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? May 23, 2023 graph construction Graph Mining
Code Code Available Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis May 23, 2023 Classification text-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 Enhancing Black-Box Few-Shot Text Classification with Prompt-Based Data Augmentation May 23, 2023 Data Augmentation Few-Shot Text Classification
— Unverified Out-of-Distribution Generalization in Text Classification: Past, Present, and Future May 23, 2023 Out-of-Distribution Generalization text-classification
— Unverified The Grammar and Syntax Based Corpus Analysis Tool For The Ukrainian Language May 22, 2023 text-classification Text Classification
— Unverified Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks May 22, 2023 Classification Data Augmentation
— Unverified On Bias and Fairness in NLP: Investigating the Impact of Bias and Debiasing in Language Models on the Fairness of Toxicity Detection May 22, 2023 Classification Fairness
— Unverified Automated stance detection in complex topics and small languages: the challenging case of immigration in polarizing news media May 22, 2023 Stance Detection text-classification
Code Code Available Retrieval-augmented Multi-label Text Classification May 22, 2023 Classification Multi Label Text Classification
— Unverified A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches May 22, 2023 Benchmarking Classification
Code Code Available Quantum Text Classifier -- A Synchronistic Approach Towards Classical and Quantum Machine Learning May 22, 2023 Classification Quantum Machine Learning
— Unverified Distilling ChatGPT for Explainable Automated Student Answer Assessment May 22, 2023 Language Modeling Language Modelling
Code Code Available A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond May 22, 2023 Question Answering Representation Learning
— Unverified Should We Attend More or Less? Modulating Attention for Fairness May 22, 2023 Fairness text-classification
Code Code Available F-PABEE: Flexible-patience-based Early Exiting for Single-label and Multi-label text Classification Tasks May 21, 2023 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified WOT-Class: Weakly Supervised Open-world Text Classification May 21, 2023 Classification image-classification
Code Code Available DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization May 20, 2023 Diversity Out-of-Distribution Generalization
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 Large-Scale Text Analysis Using Generative Language Models: A Case Study in Discovering Public Value Expressions in AI Patents May 17, 2023 Language Modelling text-classification
— Unverified Variational Classification May 17, 2023 Adversarial Robustness Classification
Code Code Available On Dataset Transferability in Active Learning for Transformers May 16, 2023 Active Learning text-classification
Code Code Available Tailoring Instructions to Student's Learning Levels Boosts Knowledge Distillation May 16, 2023 Knowledge Distillation text-classification
Code Code Available ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification May 16, 2023 Classification Contrastive Learning
Code Code Available Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime May 16, 2023 Classification Data Augmentation
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 UOR: Universal Backdoor Attacks on Pre-trained Language Models May 16, 2023 Backdoor Attack Contrastive Learning
— Unverified Text Classification via Large Language Models May 15, 2023 Classification Diagnostic
Code Code Available Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages May 15, 2023 text-classification Text Classification
Code Code Available Sensitivity and Robustness of Large Language Models to Prompt Template in Japanese Text Classification Tasks May 15, 2023 Prompt Engineering Sensitivity
— Unverified GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content May 13, 2023 text-classification Text Classification
Code Code Available Two-in-One: A Model Hijacking Attack Against Text Generation Models May 12, 2023 Classification Face Recognition
— Unverified RepCL: Exploring Effective Representation for Continual Text Classification May 12, 2023 Classification Continual Learning
— Unverified How Good are Commercial Large Language Models on African Languages? May 11, 2023 In-Context Learning Language Modeling
— Unverified SPSQL: Step-by-step Parsing Based Framework for Text-to-SQL Generation May 10, 2023 Data Augmentation Marketing
— Unverified Word Grounded Graph Convolutional Network May 10, 2023 text-classification Text Classification
Code Code Available Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment May 10, 2023 In-Context Learning text-classification
Code Code Available Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks May 10, 2023 Binary Classification named-entity-recognition
— Unverified Consistent Text Categorization using Data Augmentation in e-Commerce May 9, 2023 Data Augmentation Product Categorization
— Unverified 