An Efficient Active Learning Pipeline for Legal Text Classification Nov 15, 2022 Active Learning Classification
— Unverified Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies Sep 1, 2019 Articles BIG-bench Machine Learning
— Unverified Comparison of Representations of Named Entities for Document Classification Jul 1, 2018 Classification Document Classification
— Unverified Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification Jul 22, 2021 Language Modeling Language Modelling
— Unverified An Effective Label Noise Model for DNN Text Classification Mar 18, 2019 Classification General Classification
— Unverified Backdoor Learning on Sequence to Sequence Models May 3, 2023 Machine Translation Sentence
— Unverified Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning Aug 31, 2021 text-classification Text Classification
— Unverified A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers May 20, 2024 Decoder Language Modelling
— Unverified Comparison of Czech Transformers on Text Classification Tasks Jul 21, 2021 Classification text-classification
— Unverified Comparison of Short-Text Sentiment Analysis Methods for Croatian Apr 1, 2017 General Classification Sentiment Analysis
— Unverified Comparison of Turkish Word Representations Trained on Different Morphological Forms Feb 13, 2020 Language Modeling Language Modelling
— Unverified Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling Apr 29, 2022 Federated Learning Model Poisoning
— Unverified Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes Oct 3, 2023 text-classification Text Classification
— Unverified Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies Mar 18, 2020 Language Modeling Language Modelling
— Unverified Anchor & Transform: Learning Sparse Representations of Discrete Objects Sep 25, 2019 Language Modeling Language Modelling
— Unverified A WL-SPPIM Semantic Model for Document Classification May 26, 2017 Classification Document Classification
— Unverified Adversarial Clean Label Backdoor Attacks and Defenses on Text Classification Systems May 31, 2023 Data Poisoning text-classification
— Unverified Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language May 1, 2020 BIG-bench Machine Learning Classification
— Unverified A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs Nov 16, 2016 General Classification text-classification
— Unverified AutoWS: Automated Weak Supervision Framework for Text Classification Feb 7, 2023 Active Learning Classification
— Unverified Adversarial Attacks and Dimensionality in Text Classifiers Apr 3, 2024 Adversarial Attack Adversarial Defense
— Unverified An Attention Ensemble Approach for Efficient Text Classification of Indian Languages Feb 20, 2021 General Classification Sentence
— Unverified A Constituent Syntactic Parse Tree Based Discourse Parser Aug 1, 2016 Question Answering Text Classification
— Unverified Text Classification Components for Detecting Descriptions and Names of CAD models Apr 4, 2019 Classification General Classification
— Unverified Comparing Speech and Text Classification on ICNALE May 1, 2016 Classification General Classification
— Unverified Automatic Triage of Mental Health Online Forum Posts: CLPsych 2016 System Description Jun 1, 2016 Text Classification
— Unverified Automatic Triage of Mental Health Forum Posts Jun 1, 2016 Sentiment Analysis Text Classification
— Unverified An Approach to the Frugal Use of Human Annotators to Scale up Auto-coding for Text Classification Tasks Dec 1, 2021 text-classification Text Classification
— Unverified An Analysis of Hierarchical Text Classification Using Word Embeddings Sep 6, 2018 BIG-bench Machine Learning Classification
— Unverified Automatic tagging of knowledge points for K12 math problems Aug 21, 2022 Classification Math
— Unverified A Computationally Efficient Algorithm for Learning Topical Collocation Models Jul 1, 2015 Document Classification Information Retrieval
— Unverified Comparing Different Criteria for Vietnamese Word Segmentation Dec 1, 2012 Machine Translation Text Classification
— Unverified Analyzing the Impact of Adversarial Examples on Explainable Machine Learning Jul 17, 2023 Autonomous Vehicles Classification
— Unverified Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Aug 17, 2021 Classification Few-Shot Text Classification
— Unverified Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts Feb 5, 2020 General Classification Text Classification
— Unverified Abusive language in Spanish children and young teenager's conversations: data preparation and short text classification with contextual word embeddings May 1, 2020 Abusive Language text-classification
— Unverified Comparing effectiveness of regularization methods on text classification: Simple and complex model in data shortage situation Feb 27, 2024 text-classification Text Classification
— Unverified Comparing zero-shot self-explanations with human rationales in multilingual text classification Oct 4, 2024 Multilingual text classification Sentiment Analysis
— Unverified Automatic Judgment Prediction via Legal Reading Comprehension Sep 18, 2018 Articles Prediction
— Unverified Automatic Identification of Age-Appropriate Ratings of Song Lyrics Jul 1, 2015 Common Sense Reasoning Text Classification
— Unverified Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification Mar 22, 2023 Binary text classification News Classification
— Unverified Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling Jul 17, 2021 Deep Learning Fairness
— Unverified Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators Mar 30, 2024 Explainable artificial intelligence text-classification
— Unverified Analyzing Textual Data for Fatality Classification in Afghanistan's Armed Conflicts: A BERT Approach Oct 12, 2023 Humanitarian text-classification
— Unverified Advancing Single and Multi-task Text Classification through Large Language Model Fine-tuning Dec 11, 2024 Classification Decoder
— Unverified Automatic evaluation of scientific abstracts through natural language processing Nov 14, 2021 Sentiment Analysis text-classification
— Unverified Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods Aug 1, 2017 Decision Making Deep Learning
— Unverified Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment Oct 11, 2022 text-classification Text Classification
— Unverified Automatic Detection of Psychological Distress Indicators and Severity Assessment from Online Forum Posts Dec 1, 2012 Multi-Label Classification Text Classification
— Unverified Automatic Detection of Machine Translated Text and Translation Quality Estimation Jun 1, 2014 Machine Translation Text Classification
— Unverified 