| Few-Shot Knowledge Graph Completion with Data Fusion and Augmentation | Nov 16, 2021 | Few-Shot LearningKnowledge Graph Completion | —Unverified | 0 |
| Temporal Knowledge-Aware Image Captioning | Nov 16, 2021 | Caption GenerationImage Captioning | —Unverified | 0 |
| There’s a Time and Place for Reasoning Beyond the Image | Nov 16, 2021 | 16kArticles | —Unverified | 0 |
| A Chinese Multi-type Complex Questions Answering Dataset over Wikidata | Nov 11, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| SocialVec: Social Entity Embeddings | Nov 5, 2021 | Entity EmbeddingsWord Embeddings | CodeCode Available | 0 |
| Integrating Transformers and Knowledge Graphs for Twitter Stance Detection | Nov 1, 2021 | Knowledge GraphsKnowledge Probing | —Unverified | 0 |
| Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models | Nov 1, 2021 | Question AnsweringRelation | CodeCode Available | 1 |
| EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation | Oct 30, 2021 | KG-to-Text GenerationKnowledge Graphs | CodeCode Available | 0 |
| Evaluating and Improving Interactions with Hazy Oracles | Oct 19, 2021 | Object TrackingReferring Expression | —Unverified | 0 |
| Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization | Oct 16, 2021 | Abstractive Text SummarizationReinforcement Learning (RL) | —Unverified | 0 |
| Leveraging Knowledge in Multilingual Commonsense Reasoning | Oct 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Retrieval-guided Counterfactual Generation for QA | Oct 14, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Towards Continual Knowledge Learning of Language Models | Oct 7, 2021 | Continual LearningFact Checking | CodeCode Available | 1 |
| GreaseLM: Graph REASoning Enhanced Language Models | Sep 29, 2021 | Knowledge GraphsMedical Question Answering | —Unverified | 0 |
| Efficient Training and Inference of Hypergraph Reasoning Networks | Sep 29, 2021 | Knowledge GraphsLogical Reasoning | —Unverified | 0 |
| BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Models as Recommender Systems: Evaluations and Limitations | Sep 22, 2021 | Movie RecommendationRecommendation Systems | —Unverified | 0 |
| MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization | Sep 22, 2021 | ArticlesDocument Summarization | CodeCode Available | 0 |
| CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment | Sep 17, 2021 | Natural Language UnderstandingWorld Knowledge | —Unverified | 0 |
| Does Commonsense help in detecting Sarcasm? | Sep 17, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering | Sep 15, 2021 | Image CaptioningKnowledge Graphs | CodeCode Available | 0 |
| Guiding Topic Flows in the Generative Chatbot by Enhancing the ConceptNet with the Conversation Corpora | Sep 12, 2021 | ChatbotWorld Knowledge | —Unverified | 0 |
| KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs | Sep 9, 2021 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 1 |
| Proto: A Neural Cocktail for Generating Appealing Conversations | Sep 6, 2021 | Natural Language UnderstandingWorld Knowledge | —Unverified | 0 |
| An Empirical Study on Few-shot Knowledge Probing for Pretrained Language Models | Sep 6, 2021 | Knowledge ProbingPrompt Engineering | CodeCode Available | 0 |
