| V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs | Dec 21, 2023 | Visual Question AnsweringWorld Knowledge | CodeCode Available | 2 | 5 |
| Measuring Massive Multitask Language Understanding | Sep 7, 2020 | Elementary MathematicsMulti-task Language Understanding | CodeCode Available | 2 | 5 |
| Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models | May 24, 2024 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 2 | 5 |
| Agent Planning with World Knowledge Model | May 23, 2024 | modelWorld Knowledge | CodeCode Available | 2 | 5 |
| Language Representations Can be What Recommenders Need: Findings and Potentials | Jul 7, 2024 | Collaborative FilteringContrastive Learning | CodeCode Available | 2 | 5 |
| Learnable Item Tokenization for Generative Recommendation | May 12, 2024 | DiversityWorld Knowledge | CodeCode Available | 2 | 5 |
| MeaCap: Memory-Augmented Zero-shot Image Captioning | Mar 6, 2024 | Caption GenerationImage Captioning | CodeCode Available | 2 | 5 |
| KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge | May 26, 2024 | Graph EmbeddingInformativeness | CodeCode Available | 2 | 5 |
| Aligning AI With Shared Human Values | Aug 5, 2020 | Ethicsreinforcement-learning | CodeCode Available | 2 | 5 |
| LangSuitE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments | Jun 24, 2024 | World Knowledge | CodeCode Available | 2 | 5 |
| Grasp-Anything: Large-scale Grasp Dataset from Foundation Models | Sep 18, 2023 | DiversityRobotic Grasping | CodeCode Available | 2 | 5 |
| A Survey on Knowledge Graphs: Representation, Acquisition and Applications | Feb 2, 2020 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 2 | 5 |
| GreaseLM: Graph REASoning Enhanced Language Models for Question Answering | Jan 21, 2022 | Knowledge GraphsMedical Question Answering | CodeCode Available | 2 | 5 |
| ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human | Apr 16, 2023 | World Knowledge | CodeCode Available | 2 | 5 |
| A Synthetic Dataset for Personal Attribute Inference | Jun 11, 2024 | AttributeAuthor Profiling | CodeCode Available | 2 | 5 |
| Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents | Jan 18, 2022 | Robot Task PlanningWorld Knowledge | CodeCode Available | 2 | 5 |
| MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark | Dec 19, 2024 | MMLUMultiple-choice | CodeCode Available | 2 | 5 |
| SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages | Jul 29, 2024 | DiversityInstruction Following | CodeCode Available | 2 | 5 |
| HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver | Jan 1, 2025 | Reasoning SegmentationSegmentation | CodeCode Available | 2 | 5 |
| Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement | Jan 21, 2025 | Synthetic Data GenerationWorld Knowledge | CodeCode Available | 1 | 5 |
| Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs | Dec 10, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 | 5 |
| FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification | Mar 18, 2025 | Combinatorial OptimizationContrastive Learning | CodeCode Available | 1 | 5 |
| SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector | Dec 14, 2023 | Knowledge DistillationObject | CodeCode Available | 1 | 5 |
| ASER: A Large-scale Eventuality Knowledge Graph | May 1, 2019 | Knowledge GraphsWorld Knowledge | CodeCode Available | 1 | 5 |
| Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers | May 24, 2020 | Common Sense ReasoningWorld Knowledge | CodeCode Available | 1 | 5 |
