| Context Sensitive Neural Lemmatization with Lematus | Jun 1, 2018 | DecoderLemmatization | —Unverified | 0 |
| Abstract Meaning Representation for Paraphrase Detection | Jun 1, 2018 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| GKR: the Graphical Knowledge Representation for semantic parsing | Jun 1, 2018 | Natural Language InferenceSemantic Parsing | —Unverified | 0 |
| Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World | Jun 1, 2018 | Natural Language UnderstandingSentence | —Unverified | 0 |
| LaSTUS/TALN at Complex Word Identification (CWI) 2018 Shared Task | Jun 1, 2018 | Complex Word IdentificationLexical Simplification | —Unverified | 0 |
| Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis | Jun 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Higher-Order Syntactic Attention Network for Longer Sentence Compression | Jun 1, 2018 | InformativenessMachine Translation | —Unverified | 0 |
| Element-wise Bilinear Interaction for Sentence Matching | Jun 1, 2018 | Natural Language InferenceParaphrase Identification | —Unverified | 0 |
| Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction | Jun 1, 2018 | DenoisingMachine Translation | —Unverified | 0 |
| Lexical Substitution for Evaluating Compositional Distributional Models | Jun 1, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network | Jun 1, 2018 | ArticlesCommon Sense Reasoning | —Unverified | 0 |
| Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention | Jun 1, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Madly Ambiguous: A Game for Learning about Structural Ambiguity and Why It's Hard for Computers | Jun 1, 2018 | Prepositional Phrase AttachmentSentence | —Unverified | 0 |
| ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention | Jun 1, 2018 | ARCInformation Retrieval | —Unverified | 0 |
| A Melody-Conditioned Lyrics Language Model | Jun 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Objective Function Learning to Match Human Judgements for Optimization-Based Summarization | Jun 1, 2018 | Sentence | —Unverified | 0 |
| Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos | Jun 1, 2018 | Multiple Instance LearningSentence | —Unverified | 0 |
| Event versus entity co-reference: Effects of context and form of referring expression | Jun 1, 2018 | FormReferring Expression | —Unverified | 0 |
| Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles | Jun 1, 2018 | Sentence | —Unverified | 0 |
| Show Me a Story: Towards Coherent Neural Story Illustration | Jun 1, 2018 | DecoderSentence | CodeCode Available | 0 |
| Self-Training for Jointly Learning to Ask and Answer Questions | Jun 1, 2018 | Data AugmentationQuestion Answering | —Unverified | 0 |
| Dialog Generation Using Multi-Turn Reasoning Neural Networks | Jun 1, 2018 | Constituency ParsingImage Captioning | —Unverified | 0 |
| Natural Answer Generation with Heterogeneous Memory | Jun 1, 2018 | Answer GenerationDecoder | —Unverified | 0 |
| Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers | Jun 1, 2018 | Sentence | CodeCode Available | 0 |
| Neural Text Generation in Stories Using Entity Representations as Context | Jun 1, 2018 | Dialogue GenerationRepresentation Learning | —Unverified | 0 |
