| The Tower of Babel Meets Web 2.0: User-Generated Content and its Applications in a Multilingual Context | Apr 2, 2019 | DiversityWorld Knowledge | —Unverified | 0 |
| Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective | Mar 27, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Learning Entity Representations for Few-Shot Reconstruction of Wikipedia Categories | Mar 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 |
| DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension | Mar 1, 2019 | Dialogue UnderstandingMultiple-choice | —Unverified | 0 |
| Categorization in the Wild: Generalizing Cognitive Models to Naturalistic Data across Languages | Feb 23, 2019 | World Knowledge | —Unverified | 0 |
| Deep Learning Approach on Information Diffusion in Heterogeneous Networks | Feb 23, 2019 | Deep LearningRepresentation Learning | —Unverified | 0 |
| DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension | Feb 1, 2019 | Dialogue UnderstandingMultiple-choice | CodeCode Available | 0 |
| Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia | Dec 15, 2018 | World Knowledge | —Unverified | 0 |
| We Usually Don't Like Going to the Dentist: Using Common Sense to Detect Irony on Twitter | Dec 1, 2018 | Common Sense ReasoningGeneral Classification | —Unverified | 0 |
| Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding | Nov 4, 2018 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge | Nov 2, 2018 | Common Sense ReasoningMultiple-choice | CodeCode Available | 1 |
| The Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution | Nov 2, 2018 | Common Sense Reasoningcoreference-resolution | CodeCode Available | 0 |
| Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning | Nov 1, 2018 | Argument MiningCommon Sense Reasoning | CodeCode Available | 0 |
| Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs | Oct 1, 2018 | Abusive LanguageBIG-bench Machine Learning | —Unverified | 0 |
| Hierarchy-based Image Embeddings for Semantic Image Retrieval | Sep 26, 2018 | Few-Shot LearningImage Retrieval | CodeCode Available | 0 |
| Arrows are the Verbs of Diagrams | Aug 1, 2018 | BIG-bench Machine LearningWorld Knowledge | CodeCode Available | 0 |
| Automatically Extracting Qualia Relations for the Rich Event Ontology | Aug 1, 2018 | Semantic Role LabelingWorld Knowledge | —Unverified | 0 |
| A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification | Aug 1, 2018 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Addressing the Winograd Schema Challenge as a Sequence Ranking Task | Aug 1, 2018 | Coreference ResolutionLanguage Modeling | —Unverified | 0 |
| Affordances in Grounded Language Learning | Jul 1, 2018 | Grounded language learningQuestion Answering | —Unverified | 0 |
| Translating a Language You Don't Know In the Chinese Room | Jul 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition | Jun 20, 2018 | World Knowledge | —Unverified | 0 |
| What Knowledge is Needed to Solve the RTE5 Textual Entailment Challenge? | Jun 10, 2018 | Natural Language InferenceRTE | —Unverified | 0 |
| Learning distributed event representations with a multi-task approach | Jun 1, 2018 | Multi-Task LearningWorld Knowledge | —Unverified | 0 |
| Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures | May 17, 2018 | Inductive BiasKnowledge Graphs | —Unverified | 0 |
