| M3: Multimodal Memory Modelling for Video Captioning | Jun 1, 2018 | SentenceVideo Captioning | —Unverified | 0 |
| Interpretable Video Captioning via Trajectory Structured Localization | Jun 1, 2018 | DecoderImage Captioning | —Unverified | 0 |
| Visual Grounding via Accumulated Attention | Jun 1, 2018 | SentenceVisual Grounding | —Unverified | 0 |
| Show Me a Story: Towards Coherent Neural Story Illustration | Jun 1, 2018 | DecoderSentence | CodeCode Available | 0 |
| Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos | Jun 1, 2018 | Multiple Instance LearningSentence | —Unverified | 0 |
| Chengyu Cloze Test | Jun 1, 2018 | Cloze TestSentence | CodeCode Available | 0 |
| Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks | Jun 1, 2018 | Binary ClassificationClassification | —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 |
| Event versus entity co-reference: Effects of context and form of referring expression | Jun 1, 2018 | FormReferring Expression | —Unverified | 0 |
| Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming | Jun 1, 2018 | InformativenessQuestion Answering | —Unverified | 0 |
| LaSTUS/TALN at Complex Word Identification (CWI) 2018 Shared Task | Jun 1, 2018 | Complex Word IdentificationLexical Simplification | —Unverified | 0 |
| Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| GKR: the Graphical Knowledge Representation for semantic parsing | Jun 1, 2018 | Natural Language InferenceSemantic Parsing | —Unverified | 0 |
| Quality Signals in Generated Stories | Jun 1, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields | Jun 1, 2018 | General ClassificationLEMMA | —Unverified | 0 |
| Element-wise Bilinear Interaction for Sentence Matching | Jun 1, 2018 | Natural Language InferenceParaphrase Identification | —Unverified | 0 |
| Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations | Jun 1, 2018 | Abstract Meaning RepresentationLearning Semantic Representations | —Unverified | 0 |
| TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors | Jun 1, 2018 | Common Sense ReasoningNatural Language Inference | —Unverified | 0 |
| MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network | Jun 1, 2018 | ArticlesCommon Sense Reasoning | —Unverified | 0 |
| DM\_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features | Jun 1, 2018 | Chinese Word SegmentationChunking | —Unverified | 0 |
| Measuring Frame Instance Relatedness | Jun 1, 2018 | ClusteringReading Comprehension | —Unverified | 0 |
| SNU\_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension | Jun 1, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention | Jun 1, 2018 | ARCInformation Retrieval | —Unverified | 0 |
| Assessing Meaning Components in German Complex Verbs: A Collection of Source-Target Domains and Directionality | Jun 1, 2018 | Sentence | —Unverified | 0 |
| UNBNLP at SemEval-2018 Task 10: Evaluating unsupervised approaches to capturing discriminative attributes | Jun 1, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Texterra at SemEval-2018 Task 7: Exploiting Syntactic Information for Relation Extraction and Classification in Scientific Papers | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| RiskFinder: A Sentence-level Risk Detector for Financial Reports | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| QuickEdit: Editing Text \& Translations by Crossing Words Out | Jun 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and \#hashtags | Jun 1, 2018 | BIG-bench Machine LearningEmotion Classification | —Unverified | 0 |
| Objective Function Learning to Match Human Judgements for Optimization-Based Summarization | Jun 1, 2018 | Sentence | —Unverified | 0 |
| Abstract Meaning Representation for Paraphrase Detection | Jun 1, 2018 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction | Jun 1, 2018 | DenoisingMachine Translation | —Unverified | 0 |
| Neural Text Generation in Stories Using Entity Representations as Context | Jun 1, 2018 | Dialogue GenerationRepresentation Learning | —Unverified | 0 |
| Natural Answer Generation with Heterogeneous Memory | Jun 1, 2018 | Answer GenerationDecoder | —Unverified | 0 |
| Slot-Gated Modeling for Joint Slot Filling and Intent Prediction | Jun 1, 2018 | global-optimizationIntent Detection | CodeCode Available | 0 |
| Variable Typing: Assigning Meaning to Variables in Mathematical Text | Jun 1, 2018 | Information RetrievalRetrieval | —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 |
| DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings | Jun 1, 2018 | Emotion ClassificationSentence | —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 |
| Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation Output | Jun 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences | Jun 1, 2018 | DiversityNatural Language Inference | —Unverified | 0 |
| Lexical Substitution for Evaluating Compositional Distributional Models | Jun 1, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| Dialog Generation Using Multi-Turn Reasoning Neural Networks | Jun 1, 2018 | Constituency ParsingImage Captioning | —Unverified | 0 |
| Learning Sentence Representations over Tree Structures for Target-Dependent Classification | Jun 1, 2018 | ClassificationDecoder | —Unverified | 0 |
| Which Scores to Predict in Sentence Regression for Text Summarization? | Jun 1, 2018 | regressionSentence | —Unverified | 0 |
| Deep Learning Approaches to Text Production | Jun 1, 2018 | Data-to-Text GenerationDecoder | —Unverified | 0 |
| Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles | Jun 1, 2018 | Sentence | —Unverified | 0 |
| Inducing Temporal Relations from Time Anchor Annotation | Jun 1, 2018 | ArticlesInformativeness | CodeCode Available | 0 |
| How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues | Jun 1, 2018 | Dialogue State TrackingImage Captioning | CodeCode Available | 0 |
| Higher-Order Syntactic Attention Network for Longer Sentence Compression | Jun 1, 2018 | InformativenessMachine Translation | —Unverified | 0 |