| Discriminative Unsupervised Alignment of Natural Language Instructions with Corresponding Video Segments | May 1, 2015 | Grounded language learningSentence | —Unverified | 0 |
| Data-driven sentence generation with non-isomorphic trees | May 1, 2015 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data | May 1, 2015 | DeciphermentSentence | —Unverified | 0 |
| A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization | May 1, 2015 | Combinatorial OptimizationDocument Summarization | —Unverified | 0 |
| Latent Domain Word Alignment for Heterogeneous Corpora | May 1, 2015 | SentenceWord Alignment | —Unverified | 0 |
| Inferring Temporally-Anchored Spatial Knowledge from Semantic Roles | May 1, 2015 | Semantic Role LabelingSentence | —Unverified | 0 |
| Inflection Generation as Discriminative String Transduction | May 1, 2015 | LEMMAMachine Translation | —Unverified | 0 |
| Improving Update Summarization via Supervised ILP and Sentence Reranking | May 1, 2015 | ClusteringDocument Summarization | —Unverified | 0 |
| A Transition-based Algorithm for AMR Parsing | May 1, 2015 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| Grounded Semantic Parsing for Complex Knowledge Extraction | May 1, 2015 | ClusteringEvent Extraction | —Unverified | 0 |
| MPQA 3.0: An Entity/Event-Level Sentiment Corpus | May 1, 2015 | Knowledge Base PopulationOpinion Mining | —Unverified | 0 |
| Extractive Summarisation Based on Keyword Profile and Language Model | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cost Optimization in Crowdsourcing Translation: Low cost translations made even cheaper | May 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse Connectives | May 1, 2015 | Discourse ParsingNatural Language Understanding | —Unverified | 0 |
| Fast and Accurate Preordering for SMT using Neural Networks | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Continuous Adaptation to User Feedback for Statistical Machine Translation | May 1, 2015 | Domain AdaptationMachine Translation | —Unverified | 0 |
| Prosodic boundary information helps unsupervised word segmentation | May 1, 2015 | Boundary DetectionLanguage Acquisition | —Unverified | 0 |
| Multi-Target Machine Translation with Multi-Synchronous Context-free Grammars | May 1, 2015 | Language ModelingLanguage Modelling | —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 |
