| Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era | Nov 12, 2020 | Content-Based Image RetrievalImage Retrieval | —Unverified | 0 |
| Improving Event Duration Prediction via Time-aware Pre-training | Nov 5, 2020 | PredictionWorld Knowledge | —Unverified | 0 |
| Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models | Nov 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Enhancing Question Answering by Injecting Ontological Knowledge through Regularization | Nov 1, 2020 | Question AnsweringSemantic Composition | —Unverified | 0 |
| One-shot Learning for Temporal Knowledge Graphs | Oct 23, 2020 | Knowledge GraphsLink Prediction | —Unverified | 0 |
| Distributed Representations of Entities in Open-World Knowledge Graphs | Oct 16, 2020 | Entity AlignmentGraph Neural Network | —Unverified | 0 |
| Continuous and Interactive Factual Knowledge Learning in Verification Dialogues | Oct 15, 2020 | Knowledge Base CompletionWorld Knowledge | —Unverified | 0 |
| Probing Pretrained Language Models for Lexical Semantics | Oct 12, 2020 | World Knowledge | —Unverified | 0 |
| Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on Twitter | Oct 9, 2020 | ArticlesWorld Knowledge | CodeCode Available | 0 |
| JAKET: Joint Pre-training of Knowledge Graph and Language Understanding | Oct 2, 2020 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| XTE: Explainable Text Entailment | Sep 25, 2020 | Machine TranslationQuestion Answering | —Unverified | 0 |
| Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job | Sep 22, 2020 | Lifelong learningWorld Knowledge | —Unverified | 0 |
| Robust Conversational AI with Grounded Text Generation | Sep 7, 2020 | Text GenerationWorld Knowledge | —Unverified | 0 |
| Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations | Aug 27, 2020 | World Knowledge | —Unverified | 0 |
| Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study | Jul 17, 2020 | Fact CheckingKnowledge Graphs | CodeCode Available | 0 |
| R\^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge | Jul 1, 2020 | SentenceWorld Knowledge | —Unverified | 0 |
| Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms | Jul 1, 2020 | DiagnosticObject | —Unverified | 0 |
| Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization | Jun 27, 2020 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types | Jun 24, 2020 | Anomaly DetectionKnowledge Graphs | —Unverified | 0 |
| Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks | Jun 8, 2020 | Fake News DetectionNews Recommendation | —Unverified | 0 |
| WorldTree V2: A Corpus of Science-Domain Structured Explanations and Inference Patterns supporting Multi-Hop Inference | May 1, 2020 | Question AnsweringWorld Knowledge | —Unverified | 0 |
| Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA | Mar 9, 2020 | RelationWorld Knowledge | —Unverified | 0 |
| Recommending Themes for Ad Creative Design via Visual-Linguistic Representations | Jan 20, 2020 | Question AnsweringRecommendation Systems | CodeCode Available | 0 |
| Learning Cross-Context Entity Representations from Text | Jan 11, 2020 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Discoverability in Satellite Imagery: A Good Sentence is Worth a Thousand Pictures | Jan 3, 2020 | Change DetectionDescriptive | —Unverified | 0 |
| 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 |