Diverse Few-Shot Text Classification with Multiple Metrics May 19, 2018 Classification Few-Shot Learning
Code Code Available CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions Jun 6, 2023 Multi-Task Learning text-classification
Code Code Available Towards Answering Climate Questionnaires from Unstructured Climate Reports Jan 11, 2023 Question Answering text-classification
Code Code Available Distribution Matching for Rationalization Jun 1, 2021 Classification text-classification
Code Code Available Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Jun 23, 2021 Domain Adaptation image-classification
Code Code Available Learning When to Say "I Don't Know" Sep 11, 2022 text-classification Text Classification
Code Code Available PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners May 18, 2022 Data Augmentation Few-Shot Learning
Code Code Available Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language Sep 30, 2024 Few-Shot Learning Sentence
Code Code Available Squeezed Very Deep Convolutional Neural Networks for Text Classification Jan 28, 2019 Classification General Classification
Code Code Available Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention Oct 1, 2018 General Classification Text Classification
Code Code Available Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation Nov 16, 2023 Language Modelling text-classification
Code Code Available Learning Word Importance with the Neural Bag-of-Words Model Aug 1, 2016 Representation Learning Sentiment Analysis
Code Code Available Distributed Representations of Sentences and Documents May 16, 2014 Question Answering Sentiment Analysis
Code Code Available Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks Jul 13, 2023 Out-of-Distribution Detection text-classification
Code Code Available Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer’s Disease (AD) using Mental Health Records: a Classification Approach Nov 1, 2020 text-classification Text Classification
Code Code Available CIAug: Equipping Interpolative Augmentation with Curriculum Learning Jul 1, 2022 Data Augmentation named-entity-recognition
Code Code Available Legal Judgment Prediction via Topological Learning Oct 1, 2018 Articles Multi-Task Learning
Code Code Available Textual Membership Queries May 11, 2018 Active Learning General Classification
Code Code Available A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Oct 18, 2022 Cross-Lingual Transfer text-classification
Code Code Available Distinguishability Calibration to In-Context Learning Feb 13, 2023 In-Context Learning Language Modelling
Code Code Available Less Is Better: Unweighted Data Subsampling via Influence Function Dec 3, 2019 General Classification image-classification
Code Code Available ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs May 3, 2023 Classification Decision Making
Code Code Available ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection Aug 27, 2021 Few-Shot Text Classification intent-classification
Code Code Available Visual Word Embedding for Text Classification Feb 25, 2021 Classification General Classification
Code Code Available TF-CR: Weighting Embeddings for Text Classification Dec 11, 2020 Classification General Classification
Code Code Available ProtSi: Prototypical Siamese Network with Data Augmentation for Few-Shot Subjective Answer Evaluation Nov 17, 2022 Contrastive Learning Data Augmentation
Code Code Available AugGPT: Leveraging ChatGPT for Text Data Augmentation Feb 25, 2023 Data Augmentation Few-Shot Learning
Code Code Available Providing More Efficient Access To Government Records: A Use Case Involving Application of Machine Learning to Improve FOIA Review for the Deliberative Process Privilege Nov 14, 2020 text-classification Text Classification
Code Code Available Word Mover's Embedding: From Word2Vec to Document Embedding Oct 30, 2018 Document Embedding General Classification
Code Code Available A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text Classification Aug 7, 2019 General Classification Sentiment Analysis
Code Code Available Distilling ChatGPT for Explainable Automated Student Answer Assessment May 22, 2023 Language Modeling Language Modelling
Code Code Available Pretrained Transformers for Offensive Language Identification in Tanglish Oct 6, 2021 Language Identification Text Classification
Code Code Available Character-level Convolutional Network for Text Classification Applied to Chinese Corpus Nov 14, 2016 Classification General Classification
Code Code Available Challenging the Semi-Supervised VAE Framework for Text Classification Sep 27, 2021 Classification text-classification
Code Code Available CEPOC: The Cambridge Exams Publishing Open Cloze dataset Jun 1, 2022 text-classification Text Classification
Code Code Available A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts Nov 14, 2023 text-classification Text Classification
Code Code Available CAWA: An Attention-Network for Credit Attribution Nov 26, 2019 Information Retrieval Multilabel Text Classification
Code Code Available Categorical Metadata Representation for Customized Text Classification Feb 14, 2019 Classification General Classification
Code Code Available Train Once, Test Anywhere: Zero-Shot Learning for Text Classification Dec 16, 2017 Classification General Classification
Code Code Available Putting Context in Context: the Impact of Discussion Structure on Text Classification Feb 5, 2024 Stance Detection text-classification
Code Code Available “Where is My Parcel?” Fast and Efficient Classifiers to Detect User Intent in Natural Language Dec 16, 2019 English Conversational Speech Recognition Intent Detection
Code Code Available Lex2Sent: A bagging approach to unsupervised sentiment analysis Sep 26, 2022 Classification Decoder
Code Code Available StarSpace: Embed All The Things! Sep 12, 2017 All Collaborative Filtering
Code Code Available Star-Transformer Feb 25, 2019 Named Entity Recognition (NER) Natural Language Inference
Code Code Available CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification Oct 29, 2022 Extreme Multi-Label Classification Multi-Label Classification
Code Code Available PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI Dec 19, 2019 BIG-bench Machine Learning Classification
Code Code Available LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Dec 22, 2024 text-classification Text Classification
Code Code Available Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study Jul 18, 2023 Classification Document Classification
Code Code Available Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers Oct 13, 2022 Language Modeling Language Modelling
Code Code Available Lifelong Explainer for Lifelong Learners Nov 1, 2021 Lifelong learning text-classification
Code Code Available 