| Robust Planning with Compound LLM Architectures: An LLM-Modulo Approach | Nov 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning | Nov 18, 2024 | AttributeCompositional Zero-Shot Learning | CodeCode Available | 1 |
| TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection | Nov 18, 2024 | Anomaly DetectionLarge Language Model | CodeCode Available | 1 |
| Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model | Nov 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Language Models as Causal Effect Generators | Nov 12, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| LLM-Neo: Parameter Efficient Knowledge Distillation for Large Language Models | Nov 11, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Learning the rules of peptide self-assembly through data mining with large language models | Nov 8, 2024 | Large Language ModelLiterature Mining | CodeCode Available | 1 |
| AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering | Nov 7, 2024 | AutoMLHyperparameter Optimization | CodeCode Available | 1 |
| Enabling LLM Knowledge Analysis via Extensive Materialization | Nov 7, 2024 | Knowledge Base ConstructionLarge Language Model | CodeCode Available | 1 |
| Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge | Nov 4, 2024 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models | Nov 1, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |
| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage Modeling | CodeCode Available | 1 |
| EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection | Oct 31, 2024 | Human-Object Interaction DetectionLarge Language Model | CodeCode Available | 1 |
| LLaMo: Large Language Model-based Molecular Graph Assistant | Oct 31, 2024 | Instruction FollowingIUPAC Name Prediction | CodeCode Available | 1 |
| Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback | Oct 30, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning | Oct 30, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment | Oct 28, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| TrajAgent: An Agent Framework for Unified Trajectory Modelling | Oct 27, 2024 | Future predictionLanguage Modeling | CodeCode Available | 1 |
| Agentic Feedback Loop Modeling Improves Recommendation and User Simulation | Oct 26, 2024 | Large Language ModelUser Simulation | CodeCode Available | 1 |
| GCoder: Improving Large Language Model for Generalized Graph Problem Solving | Oct 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration | Oct 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes | Oct 22, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 |
| Scalable Influence and Fact Tracing for Large Language Model Pretraining | Oct 22, 2024 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Meaning Typed Prompting: A Technique for Efficient, Reliable Structured Output Generation | Oct 22, 2024 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |