| Combo of Thinking and Observing for Outside-Knowledge VQA | May 10, 2023 | DecoderQuestion Answering | CodeCode Available | 1 |
| Chain-of-Skills: A Configurable Model for Open-domain Question Answering | May 4, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives | May 3, 2023 | Knowledge GraphsWorld Knowledge | CodeCode Available | 1 |
| Is ChatGPT a Good Recommender? A Preliminary Study | Apr 20, 2023 | Recommendation SystemsWorld Knowledge | CodeCode Available | 1 |
| OpenMix: Exploring Outlier Samples for Misclassification Detection | Mar 30, 2023 | World Knowledge | CodeCode Available | 1 |
| See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning | Jan 12, 2023 | Few-Shot LearningImage Captioning | CodeCode Available | 1 |
| When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories | Dec 20, 2022 | Knowledge ProbingMemorization | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors | Nov 20, 2022 | Model EditingWorld Knowledge | CodeCode Available | 1 |
| PromptCap: Prompt-Guided Task-Aware Image Captioning | Nov 15, 2022 | Image CaptioningLanguage Modelling | CodeCode Available | 1 |
| ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics | Oct 27, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics | Oct 12, 2022 | Document ClassificationRetrieval | CodeCode Available | 1 |
| A Unified Encoder-Decoder Framework with Entity Memory | Oct 7, 2022 | DecoderQuestion Answering | CodeCode Available | 1 |
| MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction | Sep 30, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Zero-Shot Video Captioning with Evolving Pseudo-Tokens | Jul 22, 2022 | Image CaptioningImage-text matching | CodeCode Available | 1 |
| The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings | Jul 13, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge | Jun 3, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Visual Commonsense in Pretrained Unimodal and Multimodal Models | May 4, 2022 | AttributeVisual Commonsense Tests | CodeCode Available | 1 |
| Knowledge Graph Contrastive Learning for Recommendation | May 2, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 1 |
| Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation | Apr 6, 2022 | Domain GeneralizationHallucination | CodeCode Available | 1 |
| Iteratively Prompt Pre-trained Language Models for Chain of Thought | Mar 16, 2022 | World Knowledge | CodeCode Available | 1 |
| There is a Time and Place for Reasoning Beyond the Image | Mar 1, 2022 | 16kArticles | CodeCode Available | 1 |
| Quantifying Adaptability in Pre-trained Language Models with 500 Tasks | Dec 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models | Nov 1, 2021 | Question AnsweringRelation | CodeCode Available | 1 |
| Towards Continual Knowledge Learning of Language Models | Oct 7, 2021 | Continual LearningFact Checking | CodeCode Available | 1 |
