| 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 |
| A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification | Aug 17, 2019 | General ClassificationSensitivity | —Unverified | 0 |
| Multi-Task Self-Supervised Learning for Disfluency Detection | Aug 15, 2019 | Self-Supervised LearningSentence | —Unverified | 0 |
| Improving Word Embeddings Using Kernel PCA | Aug 1, 2019 | ArticlesSentence | —Unverified | 0 |
| A Temporal Sequence Learning for Action Recognition and Prediction | Jun 17, 2019 | Action RecognitionPrediction | —Unverified | 0 |
| Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment | Jun 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks | Jun 1, 2019 | General ClassificationSentence | —Unverified | 0 |
| Investigating an Effective Character-level Embedding in Korean Sentence Classification | May 31, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Bivariate Beta-LSTM | May 25, 2019 | Caption GenerationDensity Estimation | CodeCode Available | 0 |
| Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark | May 24, 2019 | SentenceSentence Classification | —Unverified | 0 |
| Augmenting Data with Mixup for Sentence Classification: An Empirical Study | May 22, 2019 | ClassificationData Augmentation | CodeCode Available | 0 |
| An Approach for Process Model Extraction By Multi-Grained Text Classification | May 16, 2019 | General ClassificationManagement | CodeCode Available | 0 |
| Taming Pretrained Transformers for Extreme Multi-label Text Classification | May 7, 2019 | Extreme Multi-Label ClassificationGeneral Classification | CodeCode Available | 0 |
| Structural Scaffolds for Citation Intent Classification in Scientific Publications | Apr 2, 2019 | ARCCitation Intent Classification | CodeCode Available | 0 |
| Emerald 110k: A Multidisciplinary Dataset for Abstract Sentence Classification | Apr 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| SciBERT: A Pretrained Language Model for Scientific Text | Mar 26, 2019 | Citation Intent ClassificationDependency Parsing | CodeCode Available | 1 |
| Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining | Feb 27, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| Transfer Learning for Sequences via Learning to Collocate | Feb 25, 2019 | NERPOS | —Unverified | 0 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 |
| No Training Required: Exploring Random Encoders for Sentence Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| BioBERT: a pre-trained biomedical language representation model for biomedical text mining | Jan 25, 2019 | Drug–drug Interaction ExtractionFew-Shot Learning | CodeCode Available | 1 |
| Sentence transition matrix: An efficient approach that preserves sentence semantics | Jan 16, 2019 | Document SummarizationSemantic Textual Similarity | —Unverified | 0 |
| TEST: A Terminology Extraction System for Technology Related Terms | Dec 22, 2018 | SentenceSentence Classification | —Unverified | 0 |
| Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding | Dec 5, 2018 | ClassificationClustering | —Unverified | 0 |
| Syllables for Sentence Classification in Morphologically Rich Languages | Dec 1, 2018 | ClassificationSentence | —Unverified | 0 |
