| 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 |
| Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems | Aug 7, 2015 | InformativenessSentence | CodeCode Available | 0 |
| Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking | Aug 7, 2015 | RerankingSentence | —Unverified | 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 |
| A System for Generating Multiple Choice Questions: With a Novel Approach for Sentence Selection | Jul 1, 2015 | Active LearningMultiple-choice | —Unverified | 0 |
| Sentence selection for automatic scoring of Mandarin proficiency | Jul 1, 2015 | SentenceSpeech Recognition | —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 |
| AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in Arabic | Jul 1, 2015 | Dialect IdentificationMachine Translation | —Unverified | 0 |
| Dialogue Management based on Sentence Clustering | Jul 1, 2015 | ClusteringDialogue Management | —Unverified | 0 |
| Automatic Detection of Sentence Fragments | Jul 1, 2015 | Grammatical Error CorrectionLanguage Identification | —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 |
| Sentence-level Emotion Classification with Label and Context Dependence | Jul 1, 2015 | ClassificationEmotion Classification | —Unverified | 0 |
| A Unified Kernel Approach for Learning Typed Sentence Rewritings | Jul 1, 2015 | Machine TranslationNatural Language Inference | —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 |
