| An Exploration of Discourse-Based Sentence Spaces for Compositional Distributional Semantics | Sep 1, 2015 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Sentence Ordering in Electronic Navigational Chart Companion Text Generation | Sep 1, 2015 | Coreference ResolutionSentence | —Unverified | 0 |
| Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks | Sep 1, 2015 | Feature EngineeringMachine Translation | —Unverified | 0 |
| Sentence Compression by Deletion with LSTMs | Sep 1, 2015 | SentenceSentence Compression | —Unverified | 0 |
| Semantic Tuples for Evaluation of Image to Sentence Generation | Sep 1, 2015 | Image CaptioningMachine Translation | —Unverified | 0 |
| Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization | Sep 1, 2015 | SentenceSentiment Analysis | —Unverified | 0 |
| Sentence Modeling with Gated Recursive Neural Network | Sep 1, 2015 | Chinese Word SegmentationDependency Parsing | —Unverified | 0 |
| Evaluating Models of Computation and Storage in Human Sentence Processing | Sep 1, 2015 | Sentence | —Unverified | 0 |
| Online Sentence Novelty Scoring for Topical Document Streams | Sep 1, 2015 | Information RetrievalSentence | —Unverified | 0 |
| Crossings as a side effect of dependency lengths | Aug 26, 2015 | Sentence | —Unverified | 0 |
| Alignment-based compositional semantics for instruction following | Aug 26, 2015 | Instruction FollowingSentence | CodeCode Available | 0 |
| Recognizing Extended Spatiotemporal Expressions by Actively Trained Average Perceptron Ensembles | Aug 19, 2015 | Active LearningEnsemble Learning | —Unverified | 0 |
| Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path | Aug 15, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning | Aug 10, 2015 | SentenceSentence Embeddings | —Unverified | 0 |
| Improve the Evaluation of Fluency Using Entropy for Machine Translation Evaluation Metrics | Aug 10, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Bidirectional LSTM-CRF Models for Sequence Tagging | Aug 9, 2015 | ChunkingNamed Entity Recognition (NER) | CodeCode Available | 0 |
| An Automatic Machine Translation Evaluation Metric Based on Dependency Parsing Model | Aug 9, 2015 | Dependency ParsingMachine Translation | —Unverified | 0 |
| Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking | Aug 7, 2015 | RerankingSentence | —Unverified | 0 |
| Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems | Aug 7, 2015 | InformativenessSentence | CodeCode Available | 0 |
| Relation Classification via Recurrent Neural Network | Aug 5, 2015 | ClassificationFeature Engineering | CodeCode Available | 0 |
| Unsupervised Sentence Simplification Using Deep Semantics | Jul 30, 2015 | SentenceText Simplification | CodeCode Available | 0 |
| Entropy and Graph Based Modelling of Document Coherence using Discourse Entities: An Application | Jul 29, 2015 | ClusteringInformation Retrieval | —Unverified | 0 |
| Associative Measures and Multi-word Unit Extraction in Turkish | Jul 15, 2015 | Sentence | —Unverified | 0 |
| FAQ-based Question Answering via Word Alignment | Jul 9, 2015 | Learning-To-RankQuestion Answering | —Unverified | 0 |
| Multi-Document Summarization via Discriminative Summary Reranking | Jul 8, 2015 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| 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 |