| Event Representations for Automated Story Generation with Deep Neural Nets | Jun 5, 2017 | Event ExpansionSentence | CodeCode Available | 0 |
| CRNN: A Joint Neural Network for Redundancy Detection | Jun 4, 2017 | BenchmarkingGeneral Classification | CodeCode Available | 0 |
| Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities | Jun 4, 2017 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Semantic Refinement GRU-based Neural Language Generation for Spoken Dialogue Systems | Jun 1, 2017 | SentenceSpoken Dialogue Systems | —Unverified | 0 |
| Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks | Jun 1, 2017 | DecoderSentence | —Unverified | 0 |
| Teaching Machines to Describe Images via Natural Language Feedback | Jun 1, 2017 | DescriptiveImage Captioning | —Unverified | 0 |
| Adversarial Generation of Natural Language | May 31, 2017 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Character-Based Text Classification using Top Down Semantic Model for Sentence Representation | May 29, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations | May 28, 2017 | AMR ParsingSemantic Parsing | CodeCode Available | 0 |
| Listen, Interact and Talk: Learning to Speak via Interaction | May 28, 2017 | Sentence | CodeCode Available | 0 |
| Biomedical Event Trigger Identification Using Bidirectional Recurrent Neural Network Based Models | May 26, 2017 | Event ExtractionSentence | CodeCode Available | 0 |
| Quantifying the informativeness for biomedical literature summarization: An itemset mining method | May 26, 2017 | InformativenessSentence | —Unverified | 0 |
| Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs | May 25, 2017 | Natural Language InferenceReverse Dictionary | —Unverified | 0 |
| Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-in-the-Blank Image Captioning | May 24, 2017 | Image CaptioningSentence | —Unverified | 0 |
| How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image Retrieval | May 24, 2017 | Image RetrievalRetrieval | CodeCode Available | 0 |
| Local Monotonic Attention Mechanism for End-to-End Speech and Language Processing | May 23, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Regularized Framework for Sparse and Structured Neural Attention | May 22, 2017 | Machine TranslationNatural Language Inference | CodeCode Available | 0 |
| Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition | May 22, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Search Engine Guided Non-Parametric Neural Machine Translation | May 20, 2017 | fr-enMachine Translation | —Unverified | 0 |
| Learning a bidirectional mapping between human whole-body motion and natural language using deep recurrent neural networks | May 18, 2017 | Feature EngineeringMachine Translation | —Unverified | 0 |
| Decoding Sentiment from Distributed Representations of Sentences | May 17, 2017 | NegationSentence | —Unverified | 0 |
| Arc-swift: A Novel Transition System for Dependency Parsing | May 12, 2017 | ARCDependency Parsing | CodeCode Available | 0 |
| Building a Semantic Role Labelling System for Vietnamese | May 11, 2017 | Sentence | —Unverified | 0 |
| Drug-drug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers | May 9, 2017 | Deep LearningDrug–drug Interaction Extraction | —Unverified | 0 |
| A Systematic Review of Hindi Prosody | May 9, 2017 | Sentence | —Unverified | 0 |
