| FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models | Jun 15, 2024 | Motion SynthesisWorld Knowledge | —Unverified | 0 |
| Knowledge Editing in Language Models via Adapted Direct Preference Optimization | Jun 14, 2024 | knowledge editingWorld Knowledge | —Unverified | 0 |
| LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices | Jun 13, 2024 | Edge-computingTime Series | —Unverified | 0 |
| On Softmax Direct Preference Optimization for Recommendation | Jun 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Models are Crossword Solvers | Jun 13, 2024 | Natural Language UnderstandingWorld Knowledge | —Unverified | 0 |
| Grounding Multimodal Large Language Models in Actions | Jun 12, 2024 | World Knowledge | —Unverified | 0 |
| Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests | Jun 12, 2024 | Dialogue State TrackingNatural Language Understanding | —Unverified | 0 |
| A Synthetic Dataset for Personal Attribute Inference | Jun 11, 2024 | AttributeAuthor Profiling | CodeCode Available | 2 |
| The Curse of Popularity: Popular Entities have Catastrophic Side Effects when Deleting Knowledge from Language Models | Jun 10, 2024 | Knowledge GraphsWorld Knowledge | —Unverified | 0 |
| GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? | Jun 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Concept Formation and Alignment in Language Models: Bridging Statistical Patterns in Latent Space to Concept Taxonomy | Jun 8, 2024 | Transfer LearningWorld Knowledge | —Unverified | 0 |
| CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning | Jun 7, 2024 | Instruction FollowingMath | CodeCode Available | 2 |
| Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers | Jun 7, 2024 | General KnowledgeQuestion Generation | —Unverified | 0 |
| Large Generative Graph Models | Jun 7, 2024 | Language ModellingWorld Knowledge | —Unverified | 0 |
| ShareGPT4Video: Improving Video Understanding and Generation with Better Captions | Jun 6, 2024 | Video CaptioningVideo Generation | CodeCode Available | 5 |
| Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech | Jun 6, 2024 | Explanation GenerationWorld Knowledge | CodeCode Available | 0 |
| Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models | May 29, 2024 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 |
| Reverse Image Retrieval Cues Parametric Memory in Multimodal LLMs | May 29, 2024 | Image RetrievalQuestion Answering | CodeCode Available | 1 |
| Uncertainty Management in the Construction of Knowledge Graphs: a Survey | May 27, 2024 | Knowledge GraphsManagement | —Unverified | 0 |
| KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge | May 26, 2024 | Graph EmbeddingInformativeness | CodeCode Available | 2 |
| Large Scale Knowledge Washing | May 26, 2024 | DecoderMemorization | CodeCode Available | 1 |
| Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models | May 24, 2024 | knowledge editingWorld Knowledge | CodeCode Available | 1 |
| Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models | May 24, 2024 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 2 |
| Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization | May 23, 2024 | AllOut-of-Distribution Generalization | —Unverified | 0 |
| Agent Planning with World Knowledge Model | May 23, 2024 | modelWorld Knowledge | CodeCode Available | 2 |
| Bridging the Intent Gap: Knowledge-Enhanced Visual Generation | May 21, 2024 | World Knowledge | —Unverified | 0 |
| Retrieval-Augmented Language Model for Extreme Multi-Label Knowledge Graph Link Prediction | May 21, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Large Language Models for Tuning Evolution Strategies | May 16, 2024 | World Knowledge | —Unverified | 0 |
| AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning | May 16, 2024 | Contrastive LearningKnowledge Graphs | —Unverified | 0 |
| When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models | May 16, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 7 |
| SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge | May 15, 2024 | General KnowledgeKnowledge Graphs | —Unverified | 0 |
| Elements of World Knowledge (EWOK): A cognition-inspired framework for evaluating basic world knowledge in language models | May 15, 2024 | AI AgentWorld Knowledge | CodeCode Available | 1 |
| PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs | May 14, 2024 | Text to SQLText-To-SQL | —Unverified | 0 |
| Learnable Item Tokenization for Generative Recommendation | May 12, 2024 | DiversityWorld Knowledge | CodeCode Available | 2 |
| Enhancing Traffic Prediction with Textual Data Using Large Language Models | May 10, 2024 | PredictionScheduling | —Unverified | 0 |
| Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts | May 10, 2024 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning | May 10, 2024 | DecoderGeneralization Bounds | CodeCode Available | 1 |
| Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias | May 9, 2024 | Data VisualizationLanguage Modeling | CodeCode Available | 1 |
| BiasKG: Adversarial Knowledge Graphs to Induce Bias in Large Language Models | May 8, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application | May 7, 2024 | Collaborative FilteringLanguage Modeling | CodeCode Available | 1 |
| WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning | May 6, 2024 | Multiple-choiceVideo Understanding | —Unverified | 0 |
| LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model | May 3, 2024 | Image CaptioningInstruction Following | CodeCode Available | 0 |
| Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning | May 2, 2024 | Knowledge GraphsLogical Reasoning | —Unverified | 0 |
| Learning Multiple Object States from Actions via Large Language Models | May 2, 2024 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| DOCCI: Descriptions of Connected and Contrasting Images | Apr 30, 2024 | Image GenerationImage to text | —Unverified | 0 |
| Reinforcement Learning Problem Solving with Large Language Models | Apr 29, 2024 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Re-Thinking Inverse Graphics With Large Language Models | Apr 23, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models | Apr 22, 2024 | BenchmarkingWorld Knowledge | CodeCode Available | 1 |
| Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering | Apr 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning | Apr 19, 2024 | Benchmarkingcounterfactual | —Unverified | 0 |