Topics to Avoid: Demoting Latent Confounds in Text Classification Sep 1, 2019 Classification General Classification
Code Code Available Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities Oct 23, 2023 Decision Making Multi-Label Classification
Code Code Available AppealCase: A Dataset and Benchmark for Civil Case Appeal Scenarios May 22, 2025 Decision Making Multi-class Classification
Code Code Available TopoAct: Visually Exploring the Shape of Activations in Deep Learning Dec 13, 2019 Anomaly Detection Deep Learning
Code Code Available Neural User Factor Adaptation for Text Classification: Learning to Generalize Across Author Demographics Jun 1, 2019 Classification Document Classification
Code Code Available A pipeline and comparative study of 12 machine learning models for text classification Apr 4, 2022 BIG-bench Machine Learning Classification
Code Code Available Anytime Active Learning Jul 27, 2014 Active Learning Document Classification
Code Code Available Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models Jul 22, 2023 Articles Classification
Code Code Available Self Supervision for Attention Networks Jan 6, 2021 image-classification Image Classification
Code Code Available Converting the Point of View of Messages Spoken to Virtual Assistants Oct 6, 2020 Constituency Parsing Language Modelling
Code Code Available Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models Jun 13, 2024 Active Learning 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 Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems Jul 3, 2023 Cross-Lingual Transfer named-entity-recognition
Code Code Available Self-Training with Weak Supervision Apr 12, 2021 text-classification Text Classification
Code Code Available What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering Jun 18, 2024 Prompt Engineering Sensitivity
Code Code Available AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification Nov 7, 2016 Classification General Classification
Code Code Available Identifying Unclear Questions in Community Question Answering Websites Jan 18, 2019 Community Question Answering General Classification
Code Code Available NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature Jun 23, 2020 Articles Machine Translation
Code Code Available Adversarial Scrubbing of Demographic Information for Text Classification Sep 17, 2021 Classification text-classification
Code Code Available A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus May 20, 2024 Machine Translation Natural Language Inference
Code Code Available Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces Apr 1, 2021 Machine Translation Question Answering
Code Code Available Semantic Hilbert Space for Text Representation Learning Feb 26, 2019 Benchmarking General Classification
Code Code Available iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification Sep 24, 2024 text-classification Text Classification
Code Code Available Semantic Interactive Learning for Text Classification: A Constructive Approach for Contextual Interactions Sep 7, 2022 Multi-class Classification text-classification
Code Code Available Controlling Bias Exposure for Fair Interpretable Predictions Oct 14, 2022 Attribute Task 2
Code Code Available Automatic deductive coding in discourse analysis: an application of large language models in learning analytics Oct 2, 2024 Feature Engineering Language Modeling
Code Code Available Text-based classification of interviews for mental health -- juxtaposing the state of the art Jul 29, 2020 Audio Classification Classification
Code Code Available NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification Jul 25, 2020 Articles Decoder
Code Code Available IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models Apr 21, 2024 Domain Generalization Representation Learning
Code Code Available Text-Based Detection of On-Hold Scripts in Contact Center Calls Jul 13, 2024 Automatic Speech Recognition speech-recognition
Code Code Available Not All Attention Is Needed: Gated Attention Network for Sequence Data Dec 1, 2019 All Sentence
Code Code Available Contrastive Bootstrapping for Label Refinement Jun 7, 2023 Clustering text-classification
Code Code Available An Iterative Contextualization Algorithm with Second-Order Attention Mar 3, 2021 Sentence text-classification
Code Code Available Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification Sep 9, 2021 Sentiment Analysis Sentiment Classification
Code Code Available TextBugger: Generating Adversarial Text Against Real-world Applications Dec 13, 2018 Adversarial Text Machine Translation
Code Code Available Uncertainty Estimation of Transformer Predictions for Misclassification Detection May 1, 2022 Active Learning Adversarial Attack
Code Code Available Improve Chinese Word Embeddings by Exploiting Internal Structure Jun 1, 2016 Semantic Textual Similarity Text Classification
Code Code Available Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification Aug 26, 2018 Classification General Classification
Code Code Available Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax May 28, 2021 Data Augmentation Knowledge Distillation
Code Code Available SeMemNN: A Semantic Matrix-Based Memory Neural Network for Text Classification Mar 4, 2020 Articles General Classification
Code Code Available n-stage Latent Dirichlet Allocation: A Novel Approach for LDA Oct 16, 2021 Sentiment Analysis Text Classification
Code Code Available Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification Mar 11, 2019 BIG-bench Machine Learning Fairness
Code Code Available SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing Aug 1, 2021 Domain Adaptation Negation
Code Code Available TextClass Benchmark: A Continuous Elo Rating of LLMs in Social Sciences Nov 30, 2024 Benchmarking Classification
Code Code Available Continual Graph Convolutional Network for Text Classification Apr 9, 2023 Classification Contrastive Learning
Code Code Available Improved Group Robustness via Classifier Retraining on Independent Splits Apr 20, 2022 Model Selection text-classification
Code Code Available NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training Oct 9, 2020 Task 2 Text Classification
Code Code Available Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks Oct 14, 2024 All Few-Shot Text Classification
Code Code Available An Information-Theoretic Approach to Analyze NLP Classification Tasks Feb 1, 2024 Multiple-choice Reading Comprehension
Code Code Available Active Few-Shot Learning with FASL Apr 20, 2022 Active Learning Few-Shot Learning
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