| A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering | Nov 13, 2023 | Decision MakingExplanation Generation | CodeCode Available | 1 |
| Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information | Nov 2, 2023 | ImputationKnowledge Graph Completion | CodeCode Available | 1 |
| Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts | Oct 31, 2023 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators | Oct 11, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 |
| How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances | Oct 11, 2023 | World Knowledge | CodeCode Available | 1 |
| Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU | Oct 7, 2023 | Multi-task Language UnderstandingWorld Knowledge | CodeCode Available | 1 |
| Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond | Oct 3, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| FELM: Benchmarking Factuality Evaluation of Large Language Models | Oct 1, 2023 | BenchmarkingMath | CodeCode Available | 1 |
| Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration | Sep 30, 2023 | World Knowledge | CodeCode Available | 1 |
| Physics of Language Models: Part 3.1, Knowledge Storage and Extraction | Sep 25, 2023 | Question AnsweringSentence | CodeCode Available | 1 |
| Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering | Sep 20, 2023 | Graph Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| Do PLMs Know and Understand Ontological Knowledge? | Sep 12, 2023 | Logical ReasoningMemorization | CodeCode Available | 1 |
| Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? | Aug 20, 2023 | Knowledge GraphsWorld Knowledge | CodeCode Available | 1 |
| Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model | Aug 2, 2023 | HallucinationImage Captioning | CodeCode Available | 1 |
| Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation | Jul 20, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification | Jul 5, 2023 | Event ExpansionWorld Knowledge | CodeCode Available | 1 |
| Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models | Jun 19, 2023 | Music RecommendationRecommendation Systems | CodeCode Available | 1 |
| KoLA: Carefully Benchmarking World Knowledge of Large Language Models | Jun 15, 2023 | BenchmarkingHallucination | CodeCode Available | 1 |
| Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach | Jun 6, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| InGram: Inductive Knowledge Graph Embedding via Relation Graphs | May 31, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning | May 29, 2023 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open Worlds | May 27, 2023 | Task PlanningWorld Knowledge | CodeCode Available | 1 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Meta-Learning Online Adaptation of Language Models | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| The Web Can Be Your Oyster for Improving Large Language Models | May 18, 2023 | RetrievalWorld Knowledge | CodeCode Available | 1 |
