| 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 |
| TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors | Jun 1, 2018 | Common Sense ReasoningNatural Language Inference | —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 |
| 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 |
| UNBNLP at SemEval-2018 Task 10: Evaluating unsupervised approaches to capturing discriminative attributes | Jun 1, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention | Jun 1, 2018 | ARCInformation Retrieval | —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 |
| Assessing Meaning Components in German Complex Verbs: A Collection of Source-Target Domains and Directionality | Jun 1, 2018 | Sentence | —Unverified | 0 |
