| Approximate Answering of Graph Queries | Aug 12, 2023 | Knowledge GraphsWorld Knowledge | —Unverified | 0 |
| Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception | Aug 10, 2023 | Decision MakingRobot Manipulation | —Unverified | 0 |
| Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors | Jul 21, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs | Jul 14, 2023 | Knowledge GraphsLink Prediction | CodeCode Available | 0 |
| Analyzing Multiple-Choice Reading and Listening Comprehension Tests | Jul 3, 2023 | Multiple-choiceReading Comprehension | —Unverified | 0 |
| Social World Knowledge: Modeling and Applications | Jun 28, 2023 | Entity EmbeddingsWord Embeddings | —Unverified | 0 |
| Surfer: Progressive Reasoning with World Models for Robotic Manipulation | Jun 20, 2023 | Decision MakingMuJoCo | —Unverified | 0 |
| Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation | Jun 14, 2023 | AttributeKnowledge Graphs | —Unverified | 0 |
| Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning | Jun 13, 2023 | Knowledge GraphsWorld Knowledge | —Unverified | 0 |
| The Effect of Masking Strategies on Knowledge Retention by Language Models | Jun 12, 2023 | Information RetrievalQuestion Answering | CodeCode Available | 0 |
| DynaBench: A benchmark dataset for learning dynamical systems from low-resolution data | Jun 9, 2023 | World Knowledge | CodeCode Available | 0 |
| M^3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning | Jun 7, 2023 | World Knowledge | —Unverified | 0 |
| Causal interventions expose implicit situation models for commonsense language understanding | Jun 6, 2023 | World Knowledge | CodeCode Available | 0 |
| Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks | Jun 6, 2023 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| What does the Failure to Reason with "Respectively" in Zero/Few-Shot Settings Tell Us about Language Models? | May 31, 2023 | Common Sense ReasoningFew-Shot Learning | —Unverified | 0 |
| Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge | May 30, 2023 | Answer SelectionQuestion Answering | —Unverified | 0 |
| Visual Programming for Text-to-Image Generation and Evaluation | May 24, 2023 | Image GenerationLayout Generation | —Unverified | 0 |
| EXnet: Efficient In-context Learning for Data-less Text classification | May 24, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Mitigating Temporal Misalignment by Discarding Outdated Facts | May 24, 2023 | Question AnsweringRetrieval | CodeCode Available | 0 |
| Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models | May 16, 2023 | World Knowledge | —Unverified | 0 |
| Leveraging Large Language Models in Conversational Recommender Systems | May 13, 2023 | Common Sense ReasoningDialogue Management | —Unverified | 0 |
| Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction | May 10, 2023 | Collaborative FilteringWorld Knowledge | —Unverified | 0 |
| Few-shot Link Prediction on N-ary Facts | May 10, 2023 | AttributeKnowledge Graphs | —Unverified | 0 |
| Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey | May 9, 2023 | ManagementNegation | —Unverified | 0 |
| NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge | May 8, 2023 | Knowledge Distillationvalid | —Unverified | 0 |