| Learn2Weight: Weights Transfer Defense against Similar-domain Adversarial Attacks | Jan 1, 2021 | Adversarial AttackDomain Adaptation | —Unverified | 0 |
| Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification | Jul 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information | Aug 1, 2017 | Feature EngineeringQuestion Answering | —Unverified | 0 |
| Learning Domain Representation for Multi-Domain Sentiment Classification | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Domain-Sensitive and Sentiment-Aware Word Embeddings | May 10, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Learning representations for sentiment classification using Multi-task framework | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Semantic Representations of Users and Products for Document Level Sentiment Classification | Jul 1, 2015 | General ClassificationLearning Semantic Representations | —Unverified | 0 |
| Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification | Nov 1, 2016 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Learning Sentiment Composition from Sentiment Lexicons | Aug 1, 2018 | General ClassificationSentence | —Unverified | 0 |
| Learning to Distill: The Essence Vector Modeling Framework | Nov 22, 2016 | DenoisingDocument Embedding | —Unverified | 0 |
| Learning to Extract Cross-Domain Aspects and Understanding Sentiments Using Large Language Models | Jan 15, 2025 | Aspect-Based Sentiment AnalysisAspect Extraction | —Unverified | 0 |
| Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification | Apr 17, 2021 | General ClassificationMulti-Domain Sentiment Classification | —Unverified | 0 |
| Learning when to skim and when to read | Dec 15, 2017 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Learning with Noisy Labels for Sentence-level Sentiment Classification | Aug 31, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets | Jun 1, 2018 | General ClassificationLearning Word Embeddings | —Unverified | 0 |
| Learning Word Representations with Regularization from Prior Knowledge | Aug 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification | Nov 1, 2017 | ClassificationDenoising | —Unverified | 0 |
| Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models | Dec 4, 2018 | General ClassificationNegation | —Unverified | 0 |
| Leveraging Multiple Domains for Sentiment Classification | Dec 1, 2016 | ClassificationDomain Adaptation | —Unverified | 0 |
| Leveraging News Sentiment to Improve Microblog Sentiment Classification in the Financial Domain | Jul 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification | Oct 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Leveraging Sparse and Dense Feature Combinations for Sentiment Classification | Aug 13, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification | Nov 1, 2019 | ClassificationDiversity | —Unverified | 0 |
| Lexical Based Semantic Orientation of Online Customer Reviews and Blogs | Jul 8, 2016 | Opinion MiningSentence | —Unverified | 0 |
| Lexicon based Fine-tuning of Multilingual Language Models for Sentiment Analysis of Low-resource Languages | Jan 16, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| LIA at SemEval-2017 Task 4: An Ensemble of Neural Networks for Sentiment Classification | Aug 1, 2017 | General ClassificationSentence Classification | —Unverified | 0 |
| Lifelong Learning for Sentiment Classification | Jan 9, 2018 | Bayesian OptimizationClassification | —Unverified | 0 |
| Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations | Oct 1, 2018 | DiversityGeneral Classification | —Unverified | 0 |
| Linguistically Regularized LSTM for Sentiment Classification | Jul 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Linguistically Regularized LSTMs for Sentiment Classification | Nov 12, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Linguistic approach based Transfer Learning for Sentiment Classification in Hindi | Dec 1, 2017 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Linguistic features for sentence difficulty prediction in ABSA | Feb 5, 2024 | Aspect-Based Sentiment AnalysisDiversity | —Unverified | 0 |
| Linking News Sentiment to Microblogs: A Distributional Semantics Approach to Enhance Microblog Sentiment Classification | Oct 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Log Message Anomaly Detection and Classification Using Auto-B/LSTM and Auto-GRU | Nov 20, 2019 | Anomaly DetectionClassification | —Unverified | 0 |
| Longitudinal Sentiment Classification of Reddit Posts | Jan 22, 2024 | ClassificationSentiment Analysis | —Unverified | 0 |
| Low Resource Pipeline for Spoken Language Understanding via Weak Supervision | Jun 21, 2022 | Emotion ClassificationFew-Shot Learning | —Unverified | 0 |
| Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches | Jul 17, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| LT3: Sentiment Classification in User-Generated Content Using a Rich Feature Set | Aug 1, 2014 | General ClassificationSentiment Analysis | —Unverified | 0 |
| [LVIC-LIMSI]: Using Syntactic Features and Multi-polarity Words for Sentiment Analysis in Twitter | Jun 1, 2013 | General ClassificationLemmatization | —Unverified | 0 |
| LyS at SemEval-2016 Task 4: Exploiting Neural Activation Values for Twitter Sentiment Classification and Quantification | Jun 1, 2016 | General ClassificationOpinion Mining | —Unverified | 0 |
| Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums | Oct 19, 2020 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| Machine Translation for Machines: the Sentiment Classification Use Case | Oct 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification | Feb 25, 2025 | ClassificationData Augmentation | —Unverified | 0 |
| Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages | Apr 13, 2023 | ClassificationSentiment Analysis | —Unverified | 0 |
| MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in Conversations | Dec 1, 2020 | Emotion RecognitionSentiment Analysis | —Unverified | 0 |
| Meme Sentiment Analysis Enhanced with Multimodal Spatial Encoding and Facial Embedding | Mar 3, 2023 | Optical Character Recognition (OCR)Position | —Unverified | 0 |
| Memory, Show the Way: Memory Based Few Shot Word Representation Learning | Oct 1, 2018 | General ClassificationNER | —Unverified | 0 |
| MI\&T Lab at SemEval-2017 task 4: An Integrated Training Method of Word Vector for Sentiment Classification | Aug 1, 2017 | General ClassificationSentence | —Unverified | 0 |
| Mixed Feelings: Cross-Domain Sentiment Classification of Patient Feedback | Jan 31, 2025 | SentenceSentiment Analysis | —Unverified | 0 |