| 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 |
| LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals | Apr 28, 2023 | Knowledge GraphsWorld Knowledge | CodeCode Available | 0 |
| Retrieval-based Knowledge Augmented Vision Language Pre-training | Apr 27, 2023 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions | Apr 6, 2023 | World Knowledge | —Unverified | 0 |
| PK-Chat: Pointer Network Guided Knowledge Driven Generative Dialogue Model | Apr 2, 2023 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| Language Model Behavior: A Comprehensive Survey | Mar 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Sparse and Local Networks for Hypergraph Reasoning | Mar 9, 2023 | Knowledge GraphsWorld Knowledge | —Unverified | 0 |
| Massively Multilingual Language Models for Cross Lingual Fact Extraction from Low Resource Indian Languages | Feb 9, 2023 | FormKnowledge Graphs | CodeCode Available | 0 |
| QR-CLIP: Introducing Explicit Open-World Knowledge for Location and Time Reasoning | Feb 2, 2023 | World Knowledge | —Unverified | 0 |
| The Next Chapter: A Study of Large Language Models in Storytelling | Jan 24, 2023 | Story GenerationWorld Knowledge | —Unverified | 0 |
| PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3 | Jan 1, 2023 | Image CaptioningQuestion Answering | —Unverified | 0 |
| Leveraging World Knowledge in Implicit Hate Speech Detection | Dec 28, 2022 | Entity LinkingHate Speech Detection | —Unverified | 0 |
| REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory | Dec 10, 2022 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Event knowledge in large language models: the gap between the impossible and the unlikely | Dec 2, 2022 | SentenceWorld Knowledge | CodeCode Available | 0 |
| A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods | Nov 30, 2022 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| ObjCAViT: Improving Monocular Depth Estimation Using Natural Language Models And Image-Object Cross-Attention | Nov 30, 2022 | Depth EstimationImage-to-Image Translation | CodeCode Available | 0 |
| CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering | Nov 19, 2022 | Continual LearningQuestion Answering | —Unverified | 0 |
| Empowering Language Models with Knowledge Graph Reasoning for Question Answering | Nov 15, 2022 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain Question Answering | Nov 15, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| World Knowledge in Multiple Choice Reading Comprehension | Nov 13, 2022 | General KnowledgeMultiple-choice | CodeCode Available | 0 |
| Large Language Models with Controllable Working Memory | Nov 9, 2022 | counterfactualWorld Knowledge | —Unverified | 0 |
| Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models | Oct 28, 2022 | Common Sense ReasoningCoreference Resolution | —Unverified | 0 |
| Investigating the Role of Centering Theory in the Context of Neural Coreference Resolution Systems | Oct 26, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| ExPUNations: Augmenting Puns with Keywords and Explanations | Oct 24, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 0 |
| Revision Transformers: Instructing Language Models to Change their Values | Oct 19, 2022 | Information RetrievalRetrieval | CodeCode Available | 0 |
| COFAR: Commonsense and Factual Reasoning in Image Search | Oct 16, 2022 | Image RetrievalRetrieval | CodeCode Available | 0 |