An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text May 9, 2023 Classification Decoder
Code Code Available 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 DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition May 6, 2023 Relation text-classification
Code Code Available Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting May 5, 2023 Articles Classification
— Unverified White-Box Multi-Objective Adversarial Attack on Dialogue Generation May 5, 2023 Adversarial Attack Decision Making
Code Code Available 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 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 Towards Weakly-Supervised Hate Speech Classification Across Datasets May 4, 2023 Classification text-classification
— Unverified Enhancing Pashto Text Classification using Language Processing Techniques for Single And Multi-Label Analysis May 4, 2023 Classification text-classification
— 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 ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs May 3, 2023 Classification Decision Making
Code Code Available The Benefits of Label-Description Training for Zero-Shot Text Classification May 3, 2023 Classification domain classification
Code Code Available Privacy-Preserving In-Context Learning for Large Language Models May 2, 2023 In-Context Learning Privacy Preserving
— Unverified 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 FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems Apr 28, 2023 Classification Intrusion Detection
Code Code Available 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 Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM Apr 24, 2023 Instruction Following Language Modelling
Code Code Available Graph Neural Networks for Text Classification: A Survey Apr 23, 2023 Classification graph construction
— Unverified LaMP: When Large Language Models Meet Personalization Apr 22, 2023 Language Modeling Language Modelling
Code Code Available 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 Comparative study on Judgment Text Classification for Transformer Based Models Apr 18, 2023 text-classification Text Classification
— Unverified A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification Apr 18, 2023 Classification Cross-Domain Text Classification
— Unverified SikuGPT: A Generative Pre-trained Model for Intelligent Information Processing of Ancient Texts from the Perspective of Digital Humanities Apr 16, 2023 Cultural Vocal Bursts Intensity Prediction text-classification
Code Code Available 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 Asymmetric Polynomial Loss For Multi-Label Classification Apr 10, 2023 Classification image-classification
Code Code Available 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 MiniRBT: A Two-stage Distilled Small Chinese Pre-trained Model Apr 3, 2023 Machine Reading Comprehension Reading Comprehension
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 ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks Mar 27, 2023 text annotation Text Classification
Code Code Available Beyond Toxic: Toxicity Detection Datasets are Not Enough for Brand Safety Mar 27, 2023 Binary Classification Classification
— Unverified 