| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 |
| A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors | May 14, 2018 | Document ClassificationDomain Adaptation | CodeCode Available | 0 |
| RMDL: Random Multimodel Deep Learning for Classification | May 3, 2018 | ClassificationDeep Learning | CodeCode Available | 0 |
| Author Profiling from Facebook Corpora | May 1, 2018 | Author ProfilingDocument Classification | —Unverified | 0 |
| A Leveled Reading Corpus of Modern Standard Arabic | May 1, 2018 | Document ClassificationMachine Translation | —Unverified | 0 |
| KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus | May 1, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Can Domain Adaptation be Handled as Analogies? | May 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Document Classification | —Unverified | 0 |
| On the Vector Representation of Utterances in Dialogue Context | May 1, 2018 | Document ClassificationIntent Detection | —Unverified | 0 |
| Multilingual Multi-class Sentiment Classification Using Convolutional Neural Networks | May 1, 2018 | ClassificationDocument Classification | CodeCode Available | 0 |
| A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder | Apr 17, 2018 | BIG-bench Machine LearningDocument Classification | CodeCode Available | 0 |
| Supervising Unsupervised Learning with Evolutionary Algorithm in Deep Neural Network | Mar 28, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Reviving and Improving Recurrent Back-Propagation | Mar 16, 2018 | Document ClassificationHyperparameter Optimization | CodeCode Available | 0 |
| Learning Longer-term Dependencies in RNNs with Auxiliary Losses | Mar 1, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| ADMM-based Networked Stochastic Variational Inference | Feb 27, 2018 | ArticlesDocument Classification | —Unverified | 0 |
| Learning Topic Models by Neighborhood Aggregation | Feb 22, 2018 | Document ClassificationTopic Models | —Unverified | 0 |
| NtMalDetect: A Machine Learning Approach to Malware Detection Using Native API System Calls | Feb 15, 2018 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Document Classification Using Distributed Machine Learning | Feb 10, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Public Apologies in India - Semantics, Sentiment and Emotion | Jan 1, 2018 | Document ClassificationOpinion Mining | —Unverified | 0 |
| Adaptive Dropout with Rademacher Complexity Regularization | Jan 1, 2018 | Document Classification | —Unverified | 0 |
| Leveraging Linguistic Resources for Improving Neural Text Classification | Dec 1, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| IITP at IJCNLP-2017 Task 4: Auto Analysis of Customer Feedback using CNN and GRU Network | Dec 1, 2017 | Document ClassificationEmotion Classification | —Unverified | 0 |
| Quality-Efficiency Trade-offs in Machine Learning for Text Processing | Nov 7, 2017 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Real-Time Document Image Classification using Deep CNN and Extreme Learning Machines | Nov 3, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Automatic Categorization of Tagalog Documents Using Support Vector Machines | Nov 1, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Graph Attention Networks | Oct 30, 2017 | Document ClassificationGraph Attention | CodeCode Available | 1 |
