| MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text | Oct 6, 2022 | Open-Ended Question AnsweringQuestion Answering | —Unverified | 0 |
| Imagen Video: High Definition Video Generation with Diffusion Models | Oct 5, 2022 | Image GenerationSuper-Resolution | —Unverified | 0 |
| Robot Task Planning and Situation Handling in Open Worlds | Oct 4, 2022 | Common Sense ReasoningRobot Task Planning | —Unverified | 0 |
| Prepositions Matter in Quantifier Scope Disambiguation | Oct 1, 2022 | World Knowledge | CodeCode Available | 0 |
| Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding | Oct 1, 2022 | Gaussian ProcessesKnowledge Graph Completion | —Unverified | 0 |
| 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 |
| Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs | Sep 19, 2022 | Knowledge GraphsRepresentation Learning | CodeCode Available | 0 |
| Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling | Sep 15, 2022 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents | Aug 12, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Recognizing and Extracting Cybersecurtity-relevant Entities from Text | Aug 2, 2022 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Zero-Shot Video Captioning with Evolving Pseudo-Tokens | Jul 22, 2022 | Image CaptioningImage-text matching | CodeCode Available | 1 |
| Language models show human-like content effects on reasoning tasks | Jul 14, 2022 | Language ModellingLogical Reasoning | CodeCode Available | 0 |
| The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings | Jul 13, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| TeamOtter at SemEval-2022 Task 5: Detecting Misogynistic Content in Multimodal Memes | Jul 1, 2022 | World Knowledge | CodeCode Available | 0 |
| ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion | Jun 29, 2022 | Inductive BiasKnowledge Graph Completion | CodeCode Available | 0 |
| Scaling Autoregressive Models for Content-Rich Text-to-Image Generation | Jun 22, 2022 | DecoderImage Generation | CodeCode Available | 0 |
| PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change | Jun 21, 2022 | Common Sense ReasoningDiversity | CodeCode Available | 2 |
| A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge | Jun 3, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English | Jun 1, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Evaluating Methods for Extraction of Aspect Terms in Opinion Texts in Portuguese - the Challenges of Implicit Aspects | Jun 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| How Much Context Span is Enough? Examining Context-Related Issues for Document-level MT | Jun 1, 2022 | World Knowledge | —Unverified | 0 |
| Investigating associative, switchable and negatable Winograd items on renewed French data sets | Jun 1, 2022 | NegationWorld Knowledge | CodeCode Available | 0 |
| Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts | May 25, 2022 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 0 |
| 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 |
