| Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models | Aug 19, 2019 | Common Sense ReasoningNatural Language Inference | —Unverified | 0 | 0 |
| Robustifying Language Models with Test-Time Adaptation | Oct 29, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Scalable Semi-Supervised Query Classification Using Matrix Sketching | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification | Apr 1, 2017 | General ClassificationSentence | —Unverified | 0 | 0 |
| SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification | Dec 11, 2023 | ClassificationSentence | —Unverified | 0 | 0 |
| Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task | Jan 18, 2022 | SentenceSentence Classification | —Unverified | 0 | 0 |
| SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus | Aug 31, 2020 | Definition ExtractionRelation Extraction | —Unverified | 0 | 0 |
| Meta-Embedding as Auxiliary Task Regularization | Sep 16, 2018 | Self-Supervised LearningSentence | —Unverified | 0 | 0 |
| SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis | Jun 1, 2016 | Sentence ClassificationSentiment Analysis | —Unverified | 0 | 0 |
| A Hierarchical Neural Network for Information Extraction of Product Attribute and Condition Sentences | Dec 1, 2016 | AttributeGeneral Classification | —Unverified | 0 | 0 |
| Sentence Classification for Investment Rules Detection | Jul 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Sentence Classification with Imbalanced Data for Health Applications | Dec 1, 2020 | ClassificationSentence | —Unverified | 0 | 0 |
| Sentence Encoding with Tree-constrained Relation Networks | Nov 26, 2018 | General ClassificationMachine Translation | —Unverified | 0 | 0 |
| Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model | Jul 1, 2015 | Sentence Classification | —Unverified | 0 | 0 |
| Sentence transition matrix: An efficient approach that preserves sentence semantics | Jan 16, 2019 | Document SummarizationSemantic Textual Similarity | —Unverified | 0 | 0 |
| SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model | Dec 1, 2017 | General ClassificationMulti-Label Classification | —Unverified | 0 | 0 |
| A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events | Nov 1, 2020 | Classificationnamed-entity-recognition | —Unverified | 0 | 0 |
| Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts | Nov 1, 2020 | SentenceSentence Classification | —Unverified | 0 | 0 |
| Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers | Oct 11, 2022 | SentenceSentence Classification | —Unverified | 0 | 0 |
| Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention | Aug 1, 2017 | Feature EngineeringGeneral Classification | —Unverified | 0 | 0 |
| CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities | Jun 1, 2018 | Interpretable Machine LearningSentence Classification | —Unverified | 0 | 0 |
| Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks | Jan 1, 2017 | General ClassificationSentence Classification | —Unverified | 0 | 0 |
| Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database | Apr 1, 2021 | SentenceSentence Classification | —Unverified | 0 | 0 |
| Composing Structure-Aware Batches for Pairwise Sentence Classification | Nov 16, 2021 | ClassificationLanguage Modeling | —Unverified | 0 | 0 |
| SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain | Jun 3, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 | 0 |
