ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification Oct 1, 2022 text-classification Text Classification
— Unverified 0Hierarchical Text Classification of Urdu News using Deep Neural Network Jul 7, 2021 Classification text-classification
— Unverified 0Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Nov 16, 2023 Extractive Summarization Extractive Text Summarization
— Unverified 0A survey on phrase structure learning methods for text classification Jun 21, 2014 Classification General Classification
— Unverified 0Hierarchical thematic classification of major conference proceedings Jun 21, 2024 Bayesian Inference Classification
— Unverified 0A French Fairy Tale Corpus syntactically and semantically annotated May 1, 2012 Ontology Matching Relation Extraction
— Unverified 0Improving Classification Performance With Human Feedback: Label a few, we label the rest Jan 17, 2024 Active Learning text-classification
— Unverified 0Improving Document-Level Sentiment Classification Using Importance of Sentences Mar 9, 2021 Classification Document Classification
— Unverified 0EMR Coding with Semi-Parametric Multi-Head Matching Networks Jun 1, 2018 Few-Shot Learning General Classification
— Unverified 0Hierarchy-Aware Global Model for Hierarchical Text Classification Jul 1, 2020 Classification General Classification
— Unverified 0Breaking the Closed World Assumption in Text Classification Jun 1, 2016 Classification General Classification
— Unverified 0Empowering Interdisciplinary Research with BERT-Based Models: An Approach Through SciBERT-CNN with Topic Modeling Apr 16, 2024 Classification Multi Label Text Classification
— Unverified 0Hierarchical Text Classification As Sub-Hierarchy Sequence Generation Nov 22, 2021 Classification Decoder
— Unverified 0HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification Jan 24, 2024 Articles Language Modeling
— Unverified 0High Accuracy Rule-based Question Classification using Question Syntax and Semantics Dec 1, 2016 BIG-bench Machine Learning Classification
— Unverified 0High Quality ELMo Embeddings for Seven Less-Resourced Languages Nov 22, 2019 NER text-classification
— Unverified 0High Quality ELMo Embeddings for Seven Less-Resourced Languages May 1, 2020 NER text-classification
— Unverified 0HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning Aug 11, 2024 Classification Contrastive Learning
— Unverified 0Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance Aug 28, 2023 Contrastive Learning Few-Shot Text Classification
— Unverified 0A Novel BGCapsule Network for Text Classification Jul 2, 2020 Classification General Classification
— Unverified 0HinFlair: pre-trained contextual string embeddings for pos tagging and text classification in the Hindi language Jan 18, 2021 Classification General Classification
— Unverified 0Hitachi at SemEval-2016 Task 12: A Hybrid Approach for Temporal Information Extraction from Clinical Notes Jun 1, 2016 Question Answering Temporal Information Extraction
— Unverified 0Hitachi at SemEval-2017 Task 12: System for temporal information extraction from clinical notes Aug 1, 2017 Domain Adaptation Question Answering
— Unverified 0Improving BERT Fine-tuning with Embedding Normalization Nov 10, 2019 Classification General Classification
— Unverified 0A Framework For Refining Text Classification and Object Recognition from Academic Articles May 27, 2023 Articles Object Recognition
— Unverified 0HLP@UPenn at SemEval-2017 Task 4A: A simple, self-optimizing text classification system combining dense and sparse vectors Aug 1, 2017 Classification Epidemiology
— Unverified 0Continual Learning with Transformers for Image Classification Jun 28, 2022 Classification Continual Learning
— Unverified 0``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms Aug 1, 2021 Classification Sentence
— Unverified 0Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE Jun 3, 2024 Graph Neural Network Image-text Classification
— Unverified 0Latent Semantic Matching: Application to Cross-language Text Categorization without Alignment Information Aug 1, 2013 Information Retrieval Text Categorization
— Unverified 0Empirical Study of Mutual Reinforcement Effect and Application in Few-shot Text Classification Tasks via Prompt Oct 13, 2024 Classification Few-Shot Text Classification
— Unverified 0How does a Multilingual LM Handle Multiple Languages? Feb 6, 2025 Multilingual NLP Multilingual Word Embeddings
— Unverified 0Continuous N-gram Representations for Authorship Attribution Apr 1, 2017 Authorship Attribution General Classification
— Unverified 0How Good are Commercial Large Language Models on African Languages? May 11, 2023 In-Context Learning Language Modeling
— Unverified 0A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks Nov 4, 2022 Feature Engineering text-classification
— Unverified 0Learning and Interpreting Multi-Multi-Instance Learning Networks Oct 26, 2018 General Classification image-classification
— Unverified 0How Relevant is Selective Memory Population in Lifelong Language Learning? Oct 3, 2022 Lifelong learning Question Answering
— Unverified 0How Robust are LLMs to In-Context Majority Label Bias? Dec 27, 2023 In-Context Learning text-classification
— Unverified 0L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization Aug 6, 2024 GPU Quantization
— Unverified 0How to choose "Good" Samples for Text Data Augmentation Feb 2, 2023 Data Augmentation Semantic Similarity
— Unverified 0Empirical Study of Deep Learning for Text Classification in Legal Document Review Apr 3, 2019 Deep Learning General Classification
— Unverified 0Practical Obstacles to Deploying Active Learning Jul 12, 2018 Active Learning Text Classification
— Unverified 0Empirical Evaluations of Active Learning Strategies in Legal Document Review Apr 3, 2019 Active Learning BIG-bench Machine Learning
— Unverified 0A Novel Approach To Implementing Knowledge Distillation In Tsetlin Machines Apr 2, 2025 Knowledge Distillation text-classification
— Unverified 0Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation Jul 1, 2022 Data Augmentation Language Modeling
— Unverified 0HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification Nov 1, 2020 General Classification Multi Label Text Classification
— Unverified 0Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study Aug 30, 2024 Disease Prediction named-entity-recognition
— Unverified 0hub at SemEval-2021 Task 7: Fusion of ALBERT and Word Frequency Information Detecting and Rating Humor and Offense Aug 1, 2021 Humor Detection regression
— Unverified 0Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes Jan 16, 2025 Binary Classification text-classification
— Unverified 0Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review Dec 19, 2019 BIG-bench Machine Learning Classification
— Unverified 0