| Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models | Nov 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | —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 |
| Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition | Oct 8, 2020 | Question AnsweringWorld Knowledge | CodeCode Available | 1 |
| Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion | Oct 7, 2020 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 1 |
| Pretrained Language Model Embryology: The Birth of ALBERT | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Paragraph-level Commonsense Transformers with Recurrent Memory | Oct 4, 2020 | SentenceWorld Knowledge | CodeCode Available | 1 |
| 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 |
| Measuring Massive Multitask Language Understanding | Sep 7, 2020 | Elementary MathematicsMulti-task Language Understanding | CodeCode Available | 2 |
| Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations | Aug 27, 2020 | World Knowledge | —Unverified | 0 |
| LowFER: Low-rank Bilinear Pooling for Link Prediction | Aug 25, 2020 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries | Aug 20, 2020 | World Knowledge | CodeCode Available | 1 |
| Aligning AI With Shared Human Values | Aug 5, 2020 | Ethicsreinforcement-learning | CodeCode Available | 2 |
| Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study | Jul 17, 2020 | Fact CheckingKnowledge Graphs | CodeCode Available | 0 |
| Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms | Jul 1, 2020 | DiagnosticObject | —Unverified | 0 |
| R\^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge | Jul 1, 2020 | SentenceWorld Knowledge | —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 |
| Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge | Jun 11, 2020 | World Knowledge | CodeCode Available | 1 |
