| ExpeL: LLM Agents Are Experiential Learners | Aug 20, 2023 | Decision MakingTransfer Learning | CodeCode Available | 2 |
| Learnable Item Tokenization for Generative Recommendation | May 12, 2024 | DiversityWorld Knowledge | CodeCode Available | 2 |
| CapsFusion: Rethinking Image-Text Data at Scale | Oct 31, 2023 | World Knowledge | CodeCode Available | 2 |
| Agent Planning with World Knowledge Model | May 23, 2024 | modelWorld Knowledge | CodeCode Available | 2 |
| Language Representations Can be What Recommenders Need: Findings and Potentials | Jul 7, 2024 | Collaborative FilteringContrastive Learning | CodeCode Available | 2 |
| Measuring Massive Multitask Language Understanding | Sep 7, 2020 | Elementary MathematicsMulti-task Language Understanding | CodeCode Available | 2 |
| KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge | May 26, 2024 | Graph EmbeddingInformativeness | CodeCode Available | 2 |
| HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver | Jan 1, 2025 | Reasoning SegmentationSegmentation | CodeCode Available | 2 |
| LangSuitE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments | Jun 24, 2024 | World Knowledge | CodeCode Available | 2 |
| GreaseLM: Graph REASoning Enhanced Language Models for Question Answering | Jan 21, 2022 | Knowledge GraphsMedical Question Answering | CodeCode Available | 2 |
| Free-form language-based robotic reasoning and grasping | Mar 17, 2025 | FormRobotic Grasping | CodeCode Available | 2 |
| A Survey on Knowledge Graphs: Representation, Acquisition and Applications | Feb 2, 2020 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 2 |
| A Synthetic Dataset for Personal Attribute Inference | Jun 11, 2024 | AttributeAuthor Profiling | CodeCode Available | 2 |
| Grasp-Anything: Large-scale Grasp Dataset from Foundation Models | Sep 18, 2023 | DiversityRobotic Grasping | CodeCode Available | 2 |
| Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents | Jan 18, 2022 | Robot Task PlanningWorld Knowledge | CodeCode Available | 2 |
| Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models | May 24, 2024 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 2 |
| Aligning AI With Shared Human Values | Aug 5, 2020 | Ethicsreinforcement-learning | CodeCode Available | 2 |
| SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages | Jul 29, 2024 | DiversityInstruction Following | CodeCode Available | 2 |
| Can AI Assistants Know What They Don't Know? | Jan 24, 2024 | MathOpen-Domain Question Answering | CodeCode Available | 2 |
| Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information | Nov 2, 2023 | ImputationKnowledge Graph Completion | CodeCode Available | 1 |
| Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs | Dec 10, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 |
| Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities | Jul 10, 2024 | counterfactualFact Checking | CodeCode Available | 1 |
| FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification | Mar 18, 2025 | Combinatorial OptimizationContrastive Learning | CodeCode Available | 1 |
| SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector | Dec 14, 2023 | Knowledge DistillationObject | CodeCode Available | 1 |
| ASER: A Large-scale Eventuality Knowledge Graph | May 1, 2019 | Knowledge GraphsWorld Knowledge | CodeCode Available | 1 |
