Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models May 2, 2023 Backdoor Attack Few-Shot Text Classification
— Unverified Company classification using zero-shot learning May 1, 2023 Classification named-entity-recognition
— Unverified An Iterative Algorithm for Rescaled Hyperbolic Functions Regression May 1, 2023 In-Context Learning Language Modeling
— Unverified NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset Apr 25, 2023 Data Augmentation text-classification
— Unverified Graph Neural Networks for Text Classification: A Survey Apr 23, 2023 Classification graph construction
— Unverified Text2Time: Transformer-based Article Time Period Prediction Apr 21, 2023 Articles Prediction
— Unverified Downstream Task-Oriented Neural Tokenizer Optimization with Vocabulary Restriction as Post Processing Apr 21, 2023 text-classification Text Classification
— Unverified ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode Apr 19, 2023 Contrastive Learning TAG
— Unverified Shuffle & Divide: Contrastive Learning for Long Text Apr 19, 2023 Contrastive Learning Document Embedding
— Unverified A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification Apr 18, 2023 Classification Cross-Domain Text Classification
— Unverified Comparative study on Judgment Text Classification for Transformer Based Models Apr 18, 2023 text-classification Text Classification
— Unverified Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification Apr 14, 2023 Multi Label Text Classification Multi-Label Text Classification
— Unverified Improved Naive Bayes with Mislabeled Data Apr 13, 2023 Classification text-classification
— Unverified Detection of Fake Generated Scientific Abstracts Apr 12, 2023 Text Classification
Code Code Available Classification of news spreading barriers Apr 10, 2023 Articles Classification
— Unverified Continual Graph Convolutional Network for Text Classification Apr 9, 2023 Classification Contrastive Learning
Code Code Available MphayaNER: Named Entity Recognition for Tshivenda Apr 8, 2023 Information Retrieval named-entity-recognition
Code Code Available Profiling the news spreading barriers using news headlines Apr 7, 2023 text-classification Text Classification
Code Code Available Performance of Data Augmentation Methods for Brazilian Portuguese Text Classification Apr 5, 2023 Data Augmentation text-classification
— Unverified Multidimensional Perceptron for Efficient and Explainable Long Text Classification Apr 4, 2023 Classification text-classification
— Unverified MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities Apr 4, 2023 text-classification Text Classification
Code Code Available Can BERT eat RuCoLA? Topological Data Analysis to Explain Apr 4, 2023 CoLA Linguistic Acceptability
Code Code Available Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text Mar 31, 2023 Question Answering Sentiment Analysis
— Unverified Comparing Abstractive Summaries Generated by ChatGPT to Real Summaries Through Blinded Reviewers and Text Classification Algorithms Mar 30, 2023 Abstractive Text Summarization text-classification
— Unverified BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware Mar 30, 2023 CPU Fraud Detection
Code Code Available Model and Evaluation: Towards Fairness in Multilingual Text Classification Mar 28, 2023 Classification Contrastive Learning
— Unverified Beyond Toxic: Toxicity Detection Datasets are Not Enough for Brand Safety Mar 27, 2023 Binary Classification Classification
— Unverified Boosting Few-Shot Text Classification via Distribution Estimation Mar 26, 2023 Classification Few-Shot Image Classification
— Unverified Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification Mar 22, 2023 Binary text classification News Classification
— Unverified Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset Mar 22, 2023 Mixture-of-Experts text-classification
— Unverified Fine-tuning ClimateBert transformer with ClimaText for the disclosure analysis of climate-related financial risks Mar 21, 2023 text-classification Text Classification
— Unverified OptBA: Optimizing Hyperparameters with the Bees Algorithm for Improved Medical Text Classification Mar 14, 2023 Hyperparameter Optimization text-classification
Code Code Available Input-length-shortening and text generation via attention values Mar 14, 2023 Conditional Text Generation text-classification
— Unverified Verifying the Robustness of Automatic Credibility Assessment Mar 14, 2023 Fact Checking Misinformation
Code Code Available MetaTroll: Few-shot Detection of State-Sponsored Trolls with Transformer Adapters Mar 13, 2023 Few-Shot Text Classification Meta-Learning
Code Code Available Transformer-based approaches to Sentiment Detection Mar 13, 2023 text-classification Text Classification
— Unverified Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification Mar 13, 2023 Job classification Prompt Engineering
— Unverified SA-CNN: Application to text categorization issues using simulated annealing-based convolutional neural network optimization Mar 13, 2023 Classification Text Categorization
— Unverified ChatGPT: Beginning of an End of Manual Linguistic Data Annotation? Use Case of Automatic Genre Identification Mar 7, 2023 Language Modeling Language Modelling
— Unverified Exploring Data Augmentation Methods on Social Media Corpora Mar 3, 2023 Data Augmentation Few-Shot Learning
— Unverified Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT Mar 3, 2023 Language Modeling Language Modelling
— Unverified Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy Mar 2, 2023 Classification Extreme Multi-Label Classification
— Unverified Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mar 2, 2023 Extractive Question-Answering Incremental Learning
Code Code Available Document Provenance and Authentication through Authorship Classification Mar 2, 2023 Classification text-classification
— Unverified Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness Mar 1, 2023 Fairness text-classification
— Unverified Text classification dataset and analysis for Uzbek language Feb 28, 2023 Classification text-classification
Code Code Available Automatic Scoring of Dream Reports' Emotional Content with Large Language Models Feb 28, 2023 text-classification Text Classification
Code Code Available Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets Feb 27, 2023 Diversity Machine Translation
— Unverified AugGPT: Leveraging ChatGPT for Text Data Augmentation Feb 25, 2023 Data Augmentation Few-Shot Learning
Code Code Available Mask-guided BERT for Few Shot Text Classification Feb 21, 2023 Classification Contrastive Learning
— Unverified 