| Stories for Images-in-Sequence by using Visual and Narrative Components | May 15, 2018 | Sentence | CodeCode Available | 0 |
| Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia | May 15, 2018 | ArticlesQuestion Generation | CodeCode Available | 0 |
| Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization | May 14, 2018 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 0 |
| Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach | May 14, 2018 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| AMR Parsing as Graph Prediction with Latent Alignment | May 14, 2018 | AMR ParsingPrediction | CodeCode Available | 0 |
| Bag-of-Words as Target for Neural Machine Translation | May 13, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders | May 13, 2018 | DecoderQuestion Generation | CodeCode Available | 0 |
| Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context | May 12, 2018 | Sentence | CodeCode Available | 0 |
| Domain Adapted Word Embeddings for Improved Sentiment Classification | May 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Obligation and Prohibition Extraction Using Hierarchical RNNs | May 10, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Discourse-Aware Neural Rewards for Coherent Text Generation | May 10, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Learning Domain-Sensitive and Sentiment-Aware Word Embeddings | May 10, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Improv Chat: Second Response Generation for Chatbot | May 10, 2018 | ChatbotResponse Generation | —Unverified | 0 |
| Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks | May 9, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction | May 8, 2018 | DescriptiveMultiple Instance Learning | —Unverified | 0 |
| Interpretable Adversarial Perturbation in Input Embedding Space for Text | May 8, 2018 | Sentence | CodeCode Available | 0 |
| Sentence-State LSTM for Text Representation | May 7, 2018 | General ClassificationNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens | May 6, 2018 | Sentence | —Unverified | 0 |
| Various Approaches to Aspect-based Sentiment Analysis | May 5, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Chinese NER Using Lattice LSTM | May 5, 2018 | Chinese Named Entity RecognitionNER | CodeCode Available | 1 |
| What you can cram into a single vector: Probing sentence embeddings for linguistic properties | May 3, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| A Deep Learning Model with Hierarchical LSTMs and Supervised Attention for Anti-Phishing | May 3, 2018 | SentenceText Categorization | —Unverified | 0 |
| Stack-Pointer Networks for Dependency Parsing | May 3, 2018 | Dependency ParsingSentence | CodeCode Available | 1 |
| Transformation Networks for Target-Oriented Sentiment Classification | May 3, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Robustness of sentence length measures in written texts | May 2, 2018 | LemmatizationSentence | —Unverified | 0 |
