| 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 |
| Generating Memorable Mnemonic Encodings of Numbers | May 7, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning Distributed Representations of Texts and Entities from Knowledge Base | May 6, 2017 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Joint RNN Model for Argument Component Boundary Detection | May 5, 2017 | Boundary DetectionFeature Engineering | CodeCode Available | 0 |
| Chunk-Based Bi-Scale Decoder for Neural Machine Translation | May 3, 2017 | DecoderMachine Translation | CodeCode Available | 0 |
| Weakly-supervised Visual Grounding of Phrases with Linguistic Structures | May 3, 2017 | SentenceVisual Grounding | —Unverified | 0 |
| Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner | May 2, 2017 | Image CaptioningSentence | CodeCode Available | 0 |
| A Teacher-Student Framework for Zero-Resource Neural Machine Translation | May 2, 2017 | Machine TranslationNMT | —Unverified | 0 |
| Dependency Parsing with Dilated Iterated Graph CNNs | May 1, 2017 | Dependency ParsingGPU | —Unverified | 0 |
| Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings | Apr 30, 2017 | SentenceSentence Embeddings | —Unverified | 0 |
| Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation | Apr 30, 2017 | DecoderSentence | —Unverified | 0 |
| Understanding and Detecting Supporting Arguments of Diverse Types | Apr 28, 2017 | ArticlesSentence | —Unverified | 0 |
| Topically Driven Neural Language Model | Apr 26, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Selective Encoding for Abstractive Sentence Summarization | Apr 24, 2017 | DecoderSentence | CodeCode Available | 0 |
| Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information | Apr 24, 2017 | Sentence | CodeCode Available | 0 |
| Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning | Apr 23, 2017 | Representation LearningSentence | —Unverified | 0 |
| A* CCG Parsing with a Supertag and Dependency Factored Model | Apr 23, 2017 | Sentence | CodeCode Available | 0 |
| Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition | Apr 23, 2017 | AttributeImage Captioning | —Unverified | 0 |
| Medical Text Classification using Convolutional Neural Networks | Apr 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Attend to You: Personalized Image Captioning with Context Sequence Memory Networks | Apr 21, 2017 | DescriptiveImage Captioning | CodeCode Available | 0 |
| Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language | Apr 19, 2017 | SentenceTAG | —Unverified | 0 |
| Representing Sentences as Low-Rank Subspaces | Apr 18, 2017 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| An Empirical Analysis of NMT-Derived Interlingual Embeddings and their Use in Parallel Sentence Identification | Apr 18, 2017 | Machine TranslationNMT | —Unverified | 0 |
| Does Neural Machine Translation Benefit from Larger Context? | Apr 17, 2017 | Machine TranslationPrediction | —Unverified | 0 |
| Video Fill In the Blank using LR/RL LSTMs with Spatial-Temporal Attentions | Apr 15, 2017 | Sentence | CodeCode Available | 0 |
| Neural Machine Translation Model with a Large Vocabulary Selected by Branching Entropy | Apr 14, 2017 | Machine TranslationNMT | —Unverified | 0 |