| Retrieval Augmented Language Model Pre-Training | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge Graph Embedding via Graph Attenuated Attention Networks | Dec 31, 2019 | Graph EmbeddingKnowledge Base Completion | —Unverified | 0 |
| Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model | Dec 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 |
| Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering | Nov 10, 2019 | graph constructionKnowledge Graphs | —Unverified | 0 |
| How Decoding Strategies Affect the Verifiability of Generated Text | Nov 9, 2019 | Language ModellingNatural Language Understanding | CodeCode Available | 0 |
| TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration | Nov 1, 2019 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN) | Nov 1, 2019 | World Knowledge | —Unverified | 0 |
| Extracting Common Inference Patterns from Semi-Structured Explanations | Nov 1, 2019 | World Knowledge | —Unverified | 0 |
| Eigencharacter: An Embedding of Chinese Character Orthography | Nov 1, 2019 | World Knowledge | —Unverified | 0 |
| Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge | Oct 16, 2019 | ArticlesQuestion Answering | —Unverified | 0 |
| Efficiently Embedding Dynamic Knowledge Graphs | Oct 15, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| What goes into a word: generating image descriptions with top-down spatial knowledge | Oct 1, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Multi-class Multilingual Classification of Wikipedia Articles Using Extended Named Entity Tag Set | Sep 14, 2019 | ArticlesClassification | —Unverified | 0 |
| Improving Neural Question Generation using World Knowledge | Sep 9, 2019 | Question GenerationQuestion-Generation | —Unverified | 0 |
| Rewarding Coreference Resolvers for Being Consistent with World Knowledge | Sep 5, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Know Your Graph. State-of-the-Art Knowledge-Based WSD | Sep 1, 2019 | Word Sense DisambiguationWorld Knowledge | —Unverified | 0 |
| Modelling linguistic vagueness and uncertainty in historical texts | Sep 1, 2019 | World Knowledge | —Unverified | 0 |
| Improving Neural Story Generation by Targeted Common Sense Grounding | Aug 26, 2019 | Common Sense ReasoningMulti-Task Learning | CodeCode Available | 0 |
| KVQA: Knowledge-Aware Visual Question Answering | Jul 17, 2019 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| A Working Memory Model for Task-oriented Dialog Response Generation | Jul 1, 2019 | Response GenerationWorld Knowledge | —Unverified | 0 |
| Augmenting Neural Networks with First-order Logic | Jun 14, 2019 | ChunkingNatural Language Inference | CodeCode Available | 0 |
| A Survey of Reinforcement Learning Informed by Natural Language | Jun 10, 2019 | Decision MakingInstruction Following | —Unverified | 0 |
| Explain Yourself! Leveraging Language Models for Commonsense Reasoning | Jun 6, 2019 | Common Sense ReasoningForm | CodeCode Available | 0 |
| A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions | Jun 2, 2019 | ArticlesText Generation | —Unverified | 0 |
| Verb-Second Effect on Quantifier Scope Interpretation | Jun 1, 2019 | World Knowledge | —Unverified | 0 |
