| 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 |
