| Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models | Aug 1, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| T\"ubingen-Oslo Team at the VarDial 2018 Evaluation Campaign: An Analysis of N-gram Features in Language Variety Identification | Aug 1, 2018 | Dialect IdentificationDocument Classification | —Unverified | 0 |
| NMT-based Cross-lingual Document Embeddings | Jul 29, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Multi-view Reconstructive Preserving Embedding for Dimension Reduction | Jul 25, 2018 | Dimensionality ReductionDocument Classification | —Unverified | 0 |
| Inter and Intra Topic Structure Learning with Word Embeddings | Jul 1, 2018 | Document ClassificationForm | CodeCode Available | 0 |
| Learning Longer-term Dependencies in RNNs with Auxiliary Losses | Jul 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification | Jul 1, 2018 | Cross-Lingual Document ClassificationCross-Lingual Transfer | —Unverified | 0 |
| Hierarchical Convolutional Attention Networks for Text Classification | Jul 1, 2018 | ClassificationDocument Classification | —Unverified | 0 |
| Comparison of Representations of Named Entities for Document Classification | Jul 1, 2018 | ClassificationDocument Classification | —Unverified | 0 |
| Multi-glance Reading Model for Text Understanding | Jul 1, 2018 | Document ClassificationMachine Translation | —Unverified | 0 |
| Subword-level Word Vector Representations for Korean | Jul 1, 2018 | Document ClassificationLanguage Modeling | CodeCode Available | 0 |
| HarriGT: A Tool for Linking News to Science | Jul 1, 2018 | ArticlesDocument Classification | —Unverified | 0 |
| Predicting accuracy on large datasets from smaller pilot data | Jul 1, 2018 | Document Classification | —Unverified | 0 |
| Batch IS NOT Heavy: Learning Word Representations From All Samples | Jul 1, 2018 | AllDocument Classification | —Unverified | 0 |
| Examining Temporality in Document Classification | Jul 1, 2018 | ClassificationDocument Classification | CodeCode Available | 0 |
| A Multi-task Approach to Learning Multilingual Representations | Jul 1, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Variational learning across domains with triplet information | Jun 22, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Paragraph-based complex networks: application to document classification and authenticity verification | Jun 22, 2018 | DiversityDocument Classification | —Unverified | 0 |
| Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models | Jun 19, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Improving Language Understanding by Generative Pre-Training | Jun 11, 2018 | Cloze TestDocument Classification | CodeCode Available | 1 |
| T\"ubingen-Oslo at SemEval-2018 Task 2: SVMs perform better than RNNs in Emoji Prediction | Jun 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| A Comparison of Two Paraphrase Models for Taxonomy Augmentation | Jun 1, 2018 | Document ClassificationMachine Translation | —Unverified | 0 |
| SystemT: Declarative Text Understanding for Enterprise | Jun 1, 2018 | Document ClassificationEntity Extraction using GAN | —Unverified | 0 |
| Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization | May 25, 2018 | Document ClassificationMultilingual text classification | CodeCode Available | 0 |
| Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms | May 24, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| 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 |
