Lightweight Text Classifier using Sinusoidal Positional Encoding Dec 1, 2020 Position text-classification
— Unverified LINDA: Unsupervised Learning to Interpolate in Natural Language Processing Nov 16, 2021 Data Augmentation text-classification
— Unverified LINDA: Unsupervised Learning to Interpolate in Natural Language Processing Dec 28, 2021 Data Augmentation text-classification
— Unverified Linguistically motivated Language Resources for Sentiment Analysis Aug 1, 2014 Aspect-Based Sentiment Analysis (ABSA) Sentiment Analysis
— Unverified Linguistic Features of Genre and Method Variation in Translation: A Computational Perspective Sep 13, 2017 Classification General Classification
— Unverified Linguistic Profiling based on General--purpose Features and Native Language Identification Jun 1, 2013 Dependency Parsing Language Identification
— Unverified Linguistic Profiling of Texts Across Textual Genres and Readability Levels. An Exploratory Study on Italian Fictional Prose Sep 1, 2013 Language Identification Text Classification
— Unverified Linguistic Structured Sparsity in Text Categorization Jun 1, 2014 Feature Engineering Language Modelling
— Unverified Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance Jul 1, 2015 Emotion Classification Text Categorization
— Unverified LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification Feb 26, 2024 Data Augmentation Knowledge Distillation
— Unverified LLM-based Semantic Augmentation for Harmful Content Detection Apr 22, 2025 Classification Hateful Meme Classification
— Unverified LLM-Generated Natural Language Meets Scaling Laws: New Explorations and Data Augmentation Methods Jun 29, 2024 Data Augmentation Few-Shot Text Classification
— Unverified Towards LLM-guided Causal Explainability for Black-box Text Classifiers Sep 23, 2023 counterfactual Counterfactual Explanation
— Unverified Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning Feb 10, 2020 Decision Making General Classification
— Unverified Locally Distributed Activation Vectors for Guided Feature Attribution Oct 1, 2022 text-classification Text Classification
— Unverified Local vs. Global interpretations for NLP Oct 15, 2020 Feature Importance text-classification
— Unverified Log Message Anomaly Detection and Classification Using Auto-B/LSTM and Auto-GRU Nov 20, 2019 Anomaly Detection Classification
— Unverified Long-length Legal Document Classification Dec 14, 2019 Classification Document Classification
— Unverified Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions Apr 2, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified Data-Efficient Pretraining via Contrastive Self-Supervision Oct 2, 2020 Fairness Few-Shot Learning
— Unverified Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN Nov 8, 2018 Sentence text-classification
— Unverified LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification Nov 16, 2021 Memorization Pseudo Label
— Unverified LordBERT: Embedding Long Text by Segment Ordering with BERT Nov 16, 2021 Implicit Relations Multi-Task Learning
— Unverified Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser Jul 1, 2015 Dependency Parsing Machine Translation
— Unverified Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation Dec 13, 2024 Classification graph construction
— Unverified Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Dec 18, 2021 Data Augmentation Few-Shot Learning
— Unverified Low-resource Personal Attribute Prediction from Conversation Nov 28, 2022 Attribute Prediction
— Unverified Low-Resource Text Classification using Domain-Adversarial Learning Jul 13, 2018 Classification General Classification
— Unverified Low-Resource Text Classification via Cross-lingual Language Model Fine-tuning Oct 1, 2020 Classification Language Modeling
— Unverified Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches Jul 17, 2019 BIG-bench Machine Learning General Classification
— Unverified LSHTC: A Benchmark for Large-Scale Text Classification Mar 30, 2015 Classification General Classification
— Unverified LST: Lexicon-Guided Self-Training for Few-Shot Text Classification Feb 5, 2022 Classification Few-Shot Text Classification
— Unverified LTG at SemEval-2016 Task 11: Complex Word Identification with Classifier Ensembles Jun 1, 2016 Complex Word Identification Language Modeling
— Unverified LZ1904 at SemEval-2021 Task 5: Bi-LSTM-CRF for Toxic Span Detection using Pretrained Word Embedding Aug 1, 2021 Machine Translation Sentence
— Unverified Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language Oct 19, 2022 Articles Classification
— Unverified Machine-guided Solution to Mathematical Word Problems Dec 1, 2014 Feature Engineering Reading Comprehension
— Unverified Machine Learning Approach for Cancer Entities Association and Classification May 30, 2023 Articles Classification
— Unverified Machine learning approach for text and document mining Jun 6, 2014 BIG-bench Machine Learning Classification
— Unverified Machine learning models for abstract screening task - A systematic literature review application for health economics and outcome research May 9, 2024 Articles Deep Learning
— Unverified Machines Do See Color: A Guideline to Classify Different Forms of Racist Discourse in Large Corpora Jan 17, 2024 text-classification Text Classification
— Unverified MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification Feb 25, 2025 Classification Data Augmentation
— Unverified Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning Oct 30, 2021 text-classification Text Classification
— Unverified Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning Jan 16, 2022 text-classification Text Classification
— Unverified Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets Feb 27, 2023 Diversity Machine Translation
— Unverified Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training Apr 18, 2021 Semi-Supervised Text Classification text-classification
— Unverified Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking Nov 10, 2023 Contrastive Learning Data Augmentation
— Unverified Making Sense of Hidden Layer Information in Deep Networks by Learning Hierarchical Targets May 3, 2015 General Classification text-classification
— Unverified Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA Jul 1, 2015 Text Classification
— Unverified Manchester Metropolitan at SemEval-2018 Task 2: Random Forest with an Ensemble of Features for Predicting Emoji in Tweets Jun 1, 2018 Task 2 Text Classification
— Unverified Semantics Preserving Adversarial Learning Mar 10, 2019 Text Classification
— Unverified 