| Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models | Nov 1, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |
| LLaMo: Large Language Model-based Molecular Graph Assistant | Oct 31, 2024 | Instruction FollowingIUPAC Name Prediction | CodeCode Available | 1 |
| Interpretable Language Modeling via Induction-head Ngram Models | Oct 31, 2024 | Causal Language ModelingHuman fMRI response prediction | CodeCode Available | 1 |
| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage 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 |
| Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback | Oct 30, 2024 | Decision MakingLanguage 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 |
| f-PO: Generalizing Preference Optimization with f-divergence Minimization | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers | Oct 29, 2024 | Drug DesignLanguage Modeling | 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 |
| GCoder: Improving Large Language Model for Generalized Graph Problem Solving | Oct 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LOGO -- Long cOntext aliGnment via efficient preference Optimization | Oct 24, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration | Oct 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cross-model Control: Improving Multiple Large Language Models in One-time Training | Oct 23, 2024 | Instruction FollowingLanguage 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 |
| Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes | Oct 22, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 |
| Building A Coding Assistant via the Retrieval-Augmented Language Model | Oct 21, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| SeisLM: a Foundation Model for Seismic Waveforms | Oct 21, 2024 | Event DetectionLanguage Modeling | CodeCode Available | 1 |
| Residual vector quantization for KV cache compression in large language model | Oct 21, 2024 | Audio CompressionLanguage Modeling | CodeCode Available | 1 |
| A Realistic Threat Model for Large Language Model Jailbreaks | Oct 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| M-RewardBench: Evaluating Reward Models in Multilingual Settings | Oct 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning | Oct 18, 2024 | HallucinationKnowledge Base Question Answering | CodeCode Available | 1 |
| MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts | Oct 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
