| Unsupervised Code-Switching for Multilingual Historical Document Transcription | May 1, 2015 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Template Kernels for Dependency Parsing | May 1, 2015 | ARCComputational Efficiency | CodeCode Available | 0 |
| Using External Resources and Joint Learning for Bigram Weighting in ILP-Based Multi-Document Summarization | May 1, 2015 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Lexical Translation Model Using a Deep Neural Network Architecture | Apr 28, 2015 | SentenceTranslation | —Unverified | 0 |
| Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images | Apr 25, 2015 | Image CaptioningNovel Concepts | CodeCode Available | 0 |
| Classifying Relations by Ranking with Convolutional Neural Networks | Apr 24, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multimodal Convolutional Neural Networks for Matching Image and Sentence | Apr 23, 2015 | RetrievalSentence | CodeCode Available | 0 |
| Self-Adaptive Hierarchical Sentence Model | Apr 20, 2015 | General Classificationmodel | CodeCode Available | 0 |
| Review Mining for Feature Based Opinion Summarization and Visualization | Apr 13, 2015 | MarketingOpinion Mining | —Unverified | 0 |
| Discriminative Neural Sentence Modeling by Tree-Based Convolution | Apr 5, 2015 | General ClassificationSentence | —Unverified | 0 |
| Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers | Mar 31, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Multilingual Open Relation Extraction Using Cross-lingual Projection | Mar 22, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Context-Dependent Translation Selection Using Convolutional Neural Network | Mar 9, 2015 | Machine TranslationSemantic Similarity | —Unverified | 0 |
| Encoding Source Language with Convolutional Neural Network for Machine Translation | Mar 6, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generating Multi-Sentence Lingual Descriptions of Indoor Scenes | Feb 28, 2015 | SentenceText Generation | —Unverified | 0 |
| When Are Tree Structures Necessary for Deep Learning of Representations? | Feb 28, 2015 | Deep LearningDiscourse Parsing | —Unverified | 0 |
| Document Clustering using K-Means and K-Medoids | Feb 27, 2015 | ClusteringDocument Summarization | —Unverified | 0 |
| Local Translation Prediction with Global Sentence Representation | Feb 27, 2015 | Machine TranslationPrediction | —Unverified | 0 |
| Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval | Feb 24, 2015 | Information RetrievalRetrieval | —Unverified | 0 |
| A new hybrid metric for verifying parallel corpora of Arabic-English | Feb 12, 2015 | SentenceTranslation | —Unverified | 0 |
| Representation Learning for Aspect Category Detection in Online Reviews | Feb 9, 2015 | Aspect Category DetectionDecision Making | —Unverified | 0 |
| INRIASAC: Simple Hypernym Extraction Methods | Feb 4, 2015 | Sentence | —Unverified | 0 |
| Open System Categorical Quantum Semantics in Natural Language Processing | Feb 3, 2015 | Sentence | —Unverified | 0 |
| Representing Objects, Relations, and Sequences | Jan 29, 2015 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Survey:Natural Language Parsing For Indian Languages | Jan 28, 2015 | Machine TranslationSentence | —Unverified | 0 |
