| 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 |