| Dependency-based Convolutional Neural Networks for Sentence Embedding | Jul 7, 2015 | AllClassification | CodeCode Available | 0 |
| Dependency Recurrent Neural Language Models for Sentence Completion | Jul 5, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Sentence selection for automatic scoring of Mandarin proficiency | Jul 1, 2015 | SentenceSpeech Recognition | —Unverified | 0 |
| Automatic Detection of Sentence Fragments | Jul 1, 2015 | Grammatical Error CorrectionLanguage Identification | —Unverified | 0 |
| Dialogue Management based on Sentence Clustering | Jul 1, 2015 | ClusteringDialogue Management | —Unverified | 0 |
| A Unified Kernel Approach for Learning Typed Sentence Rewritings | Jul 1, 2015 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in Arabic | Jul 1, 2015 | Dialect IdentificationMachine Translation | —Unverified | 0 |
| Sentence-level Emotion Classification with Label and Context Dependence | Jul 1, 2015 | ClassificationEmotion Classification | —Unverified | 0 |
| A System for Generating Multiple Choice Questions: With a Novel Approach for Sentence Selection | Jul 1, 2015 | Active LearningMultiple-choice | —Unverified | 0 |
| A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering | Jul 1, 2015 | Machine TranslationOpen-Domain Question Answering | —Unverified | 0 |
| The ``News Web Easy'' news service as a resource for teaching and learning Japanese: An assessment of the comprehension difficulty of Japanese sentence-end expressions | Jul 1, 2015 | Reading ComprehensionSentence | —Unverified | 0 |
| Using Tweets to Help Sentence Compression for News Highlights Generation | Jul 1, 2015 | Document SummarizationDomain Generalization | —Unverified | 0 |
| Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling | Jun 25, 2015 | General ClassificationRelation | —Unverified | 0 |
| deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets | Jun 23, 2015 | Sentence | —Unverified | 0 |
| Distributional Sentence Entailment Using Density Matrices | Jun 22, 2015 | Lexical EntailmentSentence | —Unverified | 0 |
| A Deep Memory-based Architecture for Sequence-to-Sequence Learning | Jun 22, 2015 | Machine TranslationSentence | —Unverified | 0 |
| A Neural Conversational Model | Jun 19, 2015 | Common Sense Reasoningmodel | CodeCode Available | 0 |
| Tree-structured composition in neural networks without tree-structured architectures | Jun 16, 2015 | Sentence | CodeCode Available | 0 |
| Linguistics and some aspects of its underlying dynamics | Jun 14, 2015 | Sentence | —Unverified | 0 |
| Leveraging Word Embeddings for Spoken Document Summarization | Jun 14, 2015 | Document SummarizationSentence | —Unverified | 0 |
| Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences | Jun 12, 2015 | DecoderNatural Language Understanding | CodeCode Available | 0 |
| Learning language through pictures | Jun 11, 2015 | SentenceWord Embeddings | CodeCode Available | 0 |
| SQUINKY! A Corpus of Sentence-level Formality, Informativeness, and Implicature | Jun 7, 2015 | InformativenessSentence | CodeCode Available | 0 |
| Idioms-Proverbs Lexicon for Modern Standard Arabic and Colloquial Sentiment Analysis | Jun 5, 2015 | Opinion MiningSentence | —Unverified | 0 |
| Sentence Directed Video Object Codetection | Jun 5, 2015 | Activity RecognitionObject | —Unverified | 0 |
