Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks May 24, 2023 Informativeness Question Answering
— Unverified PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification May 24, 2023 Classification Contrastive Learning
— Unverified Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis May 23, 2023 Classification text-classification
Code Code Available Out-of-Distribution Generalization in Text Classification: Past, Present, and Future May 23, 2023 Out-of-Distribution Generalization text-classification
— Unverified 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 Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings May 23, 2023 Active Learning Language Modeling
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 Handling Realistic Label Noise in BERT Text Classification May 23, 2023 Classification text-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 Retrieval-augmented Multi-label Text Classification May 22, 2023 Classification Multi Label Text Classification
— 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 Should We Attend More or Less? Modulating Attention for Fairness May 22, 2023 Fairness text-classification
Code Code Available A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches May 22, 2023 Benchmarking Classification
Code Code Available 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 Quantum Text Classifier -- A Synchronistic Approach Towards Classical and Quantum Machine Learning May 22, 2023 Classification Quantum Machine Learning
— 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 A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond May 22, 2023 Question Answering Representation Learning
— Unverified Distilling ChatGPT for Explainable Automated Student Answer Assessment May 22, 2023 Language Modeling Language Modelling
Code Code Available WOT-Class: Weakly Supervised Open-world Text Classification May 21, 2023 Classification image-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 Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization May 20, 2023 Diversity Out-of-Distribution Generalization
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 UOR: Universal Backdoor Attacks on Pre-trained Language Models May 16, 2023 Backdoor Attack Contrastive Learning
— Unverified Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime May 16, 2023 Classification Data Augmentation
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 RepCL: Exploring Effective Representation for Continual Text Classification May 12, 2023 Classification Continual Learning
— Unverified Two-in-One: A Model Hijacking Attack Against Text Generation Models May 12, 2023 Classification Face Recognition
— Unverified How Good are Commercial Large Language Models on African Languages? May 11, 2023 In-Context Learning Language Modeling
— Unverified Word Grounded Graph Convolutional Network May 10, 2023 text-classification Text Classification
Code Code Available SPSQL: Step-by-step Parsing Based Framework for Text-to-SQL Generation May 10, 2023 Data Augmentation Marketing
— Unverified 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 What Do Patients Say About Their Disease Symptoms? Deep Multilabel Text Classification With Human-in-the-Loop Curation for Automatic Labeling of Patient Self Reports of Problems May 8, 2023 Multilabel Text Classification Multi Label Text Classification
— Unverified Rhetorical Role Labeling of Legal Documents using Transformers and Graph Neural Networks May 6, 2023 text-classification Text Classification
— Unverified Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting May 5, 2023 Articles Classification
— Unverified Towards Weakly-Supervised Hate Speech Classification Across Datasets May 4, 2023 Classification text-classification
— Unverified Natural Language Processing and Sentiment Analysis on Bangla Social Media Comments on Russia–Ukraine War Using Transformers May 4, 2023 Hyperparameter Optimization Sentiment Analysis
Code Code Available Enhancing Pashto Text Classification using Language Processing Techniques for Single And Multi-Label Analysis May 4, 2023 Classification text-classification
— Unverified Tuning Traditional Language Processing Approaches for Pashto Text Classification May 4, 2023 Classification Text Categorization
— Unverified DN at SemEval-2023 Task 12: Low-Resource Language Text Classification via Multilingual Pretrained Language Model Fine-tuning May 4, 2023 Language Modeling Language Modelling
— Unverified Backdoor Learning on Sequence to Sequence Models May 3, 2023 Machine Translation Sentence
— Unverified Using Language Models on Low-end Hardware May 3, 2023 Classification Language Modeling
— Unverified The Benefits of Label-Description Training for Zero-Shot Text Classification May 3, 2023 Classification domain classification
Code Code Available ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs May 3, 2023 Classification Decision Making
Code Code Available Privacy-Preserving In-Context Learning for Large Language Models May 2, 2023 In-Context Learning Privacy Preserving
— Unverified 