| Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference | Nov 5, 2022 | Language ModellingNatural Language Inference | CodeCode Available | 0 | 5 |
| Neural Architecture Search for Sentence Classification with BERT | Mar 27, 2024 | AutoMLClassification | CodeCode Available | 0 | 5 |
| Getting the Most out of Simile Recognition | Nov 11, 2022 | POSSentence | CodeCode Available | 0 | 5 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 | 5 |
| Densely Connected Bidirectional LSTM with Applications to Sentence Classification | Feb 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Automatic Argumentative-Zoning Using Word2vec | Mar 29, 2017 | ArticlesClassification | CodeCode Available | 0 | 5 |
| An Approach for Process Model Extraction By Multi-Grained Text Classification | May 16, 2019 | General ClassificationManagement | CodeCode Available | 0 | 5 |
| GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state | Nov 18, 2022 | ArticlesDocument Summarization | CodeCode Available | 0 | 5 |
| DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls | Dec 8, 2022 | Cultural Vocal Bursts Intensity PredictionLanguage Modelling | CodeCode Available | 0 | 5 |
| Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs | May 22, 2023 | Multilingual NLPRetrieval | CodeCode Available | 0 | 5 |
| Augmenting Data with Mixup for Sentence Classification: An Empirical Study | May 22, 2019 | ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Cross-lingual Information Retrieval with BERT | Apr 24, 2020 | Cross-Lingual Information RetrievalDocument Ranking | CodeCode Available | 0 | 5 |
| Counterfactual Adversarial Learning with Representation Interpolation | Sep 10, 2021 | counterfactualLogical Reasoning | CodeCode Available | 0 | 5 |
| DMix: Adaptive Distance-aware Interpolative Mixup | May 1, 2022 | Data AugmentationDiversity | CodeCode Available | 0 | 5 |
| Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks | Oct 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 | 5 |
| An Attention-Gated Convolutional Neural Network for Sentence Classification | Aug 22, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts | Aug 19, 2018 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization Parameters | Nov 12, 2021 | AllSentence | CodeCode Available | 0 | 5 |
| Active Discriminative Text Representation Learning | Jun 14, 2016 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Explicit Alignment Objectives for Multilingual Bidirectional Encoders | Oct 15, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 0 | 5 |
| Neural Semantic Encoders | Jul 14, 2016 | General ClassificationMachine Translation | CodeCode Available | 0 | 5 |
| Convolutional Neural Network Language Models | Nov 1, 2016 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Neural Tree Indexers for Text Understanding | Jul 15, 2016 | Natural Language InferenceSentence | CodeCode Available | 0 | 5 |
| Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution | Sep 21, 2016 | Authorship AttributionSentence | CodeCode Available | 0 | 5 |
| Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic Datasets | May 18, 2024 | SentenceSentence Classification | CodeCode Available | 0 | 5 |
