| Breaking NLI Systems with Sentences that Require Simple Lexical Inferences | May 6, 2018 | World Knowledge | CodeCode Available | 1 |
| World Knowledge for Abstract Meaning Representation Parsing | May 1, 2018 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Data-Driven Methods for Solving Algebra Word Problems | Apr 28, 2018 | MathWorld Knowledge | —Unverified | 0 |
| On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference | Apr 25, 2018 | Machine TranslationNatural Language Inference | CodeCode Available | 1 |
| NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension | Apr 23, 2018 | PositionSentence | CodeCode Available | 0 |
| DORA The Explorer: Directed Outreaching Reinforcement Action-Selection | Apr 11, 2018 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Imagine This! Scripts to Compositions to Videos | Apr 10, 2018 | RetrievalWorld Knowledge | CodeCode Available | 1 |
| Modeling Semantic Plausibility by Injecting World Knowledge | Apr 2, 2018 | World Knowledge | CodeCode Available | 0 |
| Extracting Action Sequences from Texts Based on Deep Reinforcement Learning | Mar 7, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Towards a Continuous Knowledge Learning Engine for Chatbots | Feb 16, 2018 | General KnowledgeKnowledge Base Completion | —Unverified | 0 |
| Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing | Feb 16, 2018 | Knowledge GraphsNatural Language Inference | —Unverified | 0 |
| WorldTree: A Corpus of Explanation Graphs for Elementary Science Questions supporting Multi-Hop Inference | Feb 8, 2018 | Question AnsweringWorld Knowledge | —Unverified | 0 |
| Open-World Knowledge Graph Completion | Nov 9, 2017 | Entity LinkingKnowledge Graph Completion | CodeCode Available | 0 |
| Breaking Sentiment Analysis of Movie Reviews | Sep 1, 2017 | Sentiment AnalysisWorld Knowledge | —Unverified | 0 |
| Breaking NLP: Using Morphosyntax, Semantics, Pragmatics and World Knowledge to Fool Sentiment Analysis Systems | Sep 1, 2017 | Sentiment AnalysisWorld Knowledge | —Unverified | 0 |
| World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions | Sep 1, 2017 | DiversityLanguage Modeling | —Unverified | 0 |
| Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text | Aug 1, 2017 | ArticlesClassification | —Unverified | 0 |
| Automatically Labeled Data Generation for Large Scale Event Extraction | Jul 1, 2017 | Event ExtractionKnowledge Base Population | —Unverified | 0 |
| Machine Learning with World Knowledge: The Position and Survey | May 8, 2017 | BIG-bench Machine LearningInformation Retrieval | —Unverified | 0 |
| Enriching Basque Coreference Resolution System using Semantic Knowledge sources | Apr 1, 2017 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| A Google-Proof Collection of French Winograd Schemas | Apr 1, 2017 | Coreference ResolutionWorld Knowledge | —Unverified | 0 |
| Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge | Apr 1, 2017 | Common Sense ReasoningEntity Linking | —Unverified | 0 |
| Logical Inferences with Contexts of RDF Triples | Jan 20, 2017 | World Knowledge | —Unverified | 0 |
| Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access | Sep 3, 2016 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Winograd Schemas and Machine Translation | Aug 5, 2016 | Machine TranslationSentence | —Unverified | 0 |
