| Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification | Sep 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| ImpactCite: An XLNet-based method for Citation Impact Analysis | May 5, 2020 | Citation Intent ClassificationClassification | CodeCode Available | 0 |
| Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction | Oct 20, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks | Feb 28, 2015 | General ClassificationSemantic Similarity | CodeCode Available | 0 |
| BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification | Nov 27, 2023 | ClassificationGenre classification | CodeCode Available | 0 |
| Combining dynamic local context focus and dependency cluster attention for aspect-level sentiment classification | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Adapting Deep Learning for Sentiment Classification of Code-Switched Informal Short Text | Jan 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews | Oct 2, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep | Apr 5, 2019 | Deep LearningEmotion Recognition in Conversation | CodeCode Available | 0 |
| Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa -- A Large Romanian Sentiment Data Set | Jan 11, 2021 | ClusteringSentiment Analysis | CodeCode Available | 0 |
| When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification | Aug 22, 2019 | Few-Shot LearningFew-Shot Text Classification | CodeCode Available | 0 |
| An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis | Apr 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Improving Results on Russian Sentiment Datasets | Jul 28, 2020 | Natural Language InferenceSentiment Analysis | CodeCode Available | 0 |
| Improving Review Representations with User Attention and Product Attention for Sentiment Classification | Jan 24, 2018 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| The Moral Foundations Reddit Corpus | Aug 10, 2022 | domain classificationSentiment Analysis | CodeCode Available | 0 |
| Improving Sentiment Classification in Slovak Language | Aug 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Neural Sentiment Classification with User and Product Attention | Nov 1, 2016 | ClassificationFeature Engineering | CodeCode Available | 0 |
| Improving the Accuracy of Pre-trained Word Embeddings for Sentiment Analysis | Nov 23, 2017 | MarketingPart-Of-Speech Tagging | CodeCode Available | 0 |
| Neural Structural Correspondence Learning for Domain Adaptation | Oct 5, 2016 | DenoisingDomain Adaptation | CodeCode Available | 0 |
| Select-Additive Learning: Improving Generalization in Multimodal Sentiment Analysis | Sep 16, 2016 | Multimodal Sentiment AnalysisSentiment Analysis | CodeCode Available | 0 |
| NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation | Oct 22, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Optimal and efficient text counterfactuals using Graph Neural Networks | Aug 4, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation | Oct 16, 2021 | Adversarial DefenseAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| NEZHA: Neural Contextualized Representation for Chinese Language Understanding | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models | Jun 19, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| SemEval-2016 Task 4: Sentiment Analysis in Twitter | Dec 3, 2019 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Characterizing and Measuring Linguistic Dataset Drift | May 26, 2023 | Natural Language InferenceSentiment Analysis | CodeCode Available | 0 |
| An Information-Theoretic Approach to Analyze NLP Classification Tasks | Feb 1, 2024 | Multiple-choiceReading Comprehension | CodeCode Available | 0 |
| Interactive Attention Networks for Aspect-Level Sentiment Classification | Sep 4, 2017 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining | Aug 7, 2023 | Emotion RecognitionOpinion Mining | CodeCode Available | 0 |
| NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification | May 18, 2023 | Domain AdaptationMachine Translation | CodeCode Available | 0 |
| Span Extraction Aided Improved Code-mixed Sentiment Classification | Oct 1, 2022 | ClassificationMulti-Task Learning | CodeCode Available | 0 |
| A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis | Aug 24, 2022 | Aspect ExtractionSentiment Analysis | CodeCode Available | 0 |
| UIO at SemEval-2023 Task 12: Multilingual fine-tuning for sentiment classification in low-resource languages | Apr 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification | Oct 1, 2022 | Ensemble LearningKnowledge Distillation | CodeCode Available | 0 |
| Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN) | May 8, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding | Jul 15, 2023 | Cross-Lingual TransferNatural Language Inference | CodeCode Available | 0 |
| Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network | Aug 5, 2021 | Aspect-Based Sentiment Analysis (ABSA)Sentiment Analysis | CodeCode Available | 0 |
| On the Applicability of Zero-Shot Cross-Lingual Transfer Learning for Sentiment Classification in Distant Language Pairs | Dec 24, 2024 | Cross-Lingual TransferSentiment Analysis | CodeCode Available | 0 |
| Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification | Jun 21, 2021 | Lifelong learningNetwork Pruning | CodeCode Available | 0 |
| Sentiment Analysis Dataset in Moroccan Dialect: Bridging the Gap Between Arabic and Latin Scripted dialect | Mar 28, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation | Nov 9, 2024 | ClassificationFederated Learning | CodeCode Available | 0 |
| Stock trend prediction using news sentiment analysis | Jul 7, 2016 | ArticlesGeneral Classification | CodeCode Available | 0 |
| Backpropagating through Structured Argmax using a SPIGOT | May 12, 2018 | Dependency ParsingReinforcement Learning | CodeCode Available | 0 |
| On-the-Job Learning with Bayesian Decision Theory | Jun 10, 2015 | General Classificationimage-classification | CodeCode Available | 0 |
| Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data | Nov 30, 2021 | Graph AttentionSentiment Analysis | CodeCode Available | 0 |
| A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification | Apr 10, 2019 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Categorical Metadata Representation for Customized Text Classification | Feb 14, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Auto-ABSA: Cross-Domain Aspect Detection and Sentiment Analysis Using Auxiliary Sentences | Jan 5, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags | Oct 20, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |