| 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 |
| LLaMo: Large Language Model-based Molecular Graph Assistant | Oct 31, 2024 | Instruction FollowingIUPAC Name Prediction | 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 |
| 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 |
| Meaning Typed Prompting: A Technique for Efficient, Reliable Structured Output Generation | Oct 22, 2024 | Large Language ModelMultimodal Large Language Model | 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 |
| Automated Spinal MRI Labelling from Reports Using a Large Language Model | Oct 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Realistic Threat Model for Large Language Model Jailbreaks | Oct 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Residual vector quantization for KV cache compression in large language model | Oct 21, 2024 | Audio CompressionLanguage Modeling | CodeCode Available | 1 |
| Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning | Oct 18, 2024 | HallucinationKnowledge Base Question Answering | CodeCode Available | 1 |
| FIRE: Fact-checking with Iterative Retrieval and Verification | Oct 17, 2024 | Claim VerificationFact Checking | CodeCode Available | 1 |
| MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation | Oct 17, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems | Oct 17, 2024 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses | Oct 15, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation | Oct 15, 2024 | Explainable RecommendationLanguage Modelling | CodeCode Available | 1 |
| HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics | Oct 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning | Oct 11, 2024 | Data PoisoningLanguage Modeling | CodeCode Available | 1 |
| Retraining-Free Merging of Sparse MoE via Hierarchical Clustering | Oct 11, 2024 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| PEAR: A Robust and Flexible Automation Framework for Ptychography Enabled by Multiple Large Language Model Agents | Oct 11, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Hespi: A pipeline for automatically detecting information from hebarium specimen sheets | Oct 11, 2024 | Handwritten Text RecognitionHTR | CodeCode Available | 1 |
| Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning | Oct 10, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting | Oct 10, 2024 | Entity LinkingFew-Shot Learning | CodeCode Available | 1 |
| Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning | Oct 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AuditWen:An Open-Source Large Language Model for Audit | Oct 9, 2024 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| ImProver: Agent-Based Automated Proof Optimization | Oct 7, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective | Oct 6, 2024 | CPUGPU | CodeCode Available | 1 |
| Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval | Oct 4, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| You Know What I'm Saying: Jailbreak Attack via Implicit Reference | Oct 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration | Oct 3, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices | Oct 2, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Basis Sharing: Cross-Layer Parameter Sharing for Large Language Model Compression | Oct 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |