| Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution | Oct 5, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs | Oct 4, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation | Oct 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Using Prompts to Guide Large Language Models in Imitating a Real Person's Language Style | Oct 4, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| You Know What I'm Saying: Jailbreak Attack via Implicit Reference | Oct 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Searching for Best Practices in Medical Transcription with Large Language Model | Oct 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval | Oct 4, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| UNComp: Uncertainty-Aware Long-Context Compressor for Efficient Large Language Model Inference | Oct 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Autoregressive Large Language Models are Computationally Universal | Oct 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation | Oct 4, 2024 | Domain AdaptationHallucination | —Unverified | 0 |
| Understanding Large Language Models in Your Pockets: Performance Study on COTS Mobile Devices | Oct 4, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Image First or Text First? Optimising the Sequencing of Modalities in Large Language Model Prompting and Reasoning Tasks | Oct 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Audio-Agent: Leveraging LLMs For Audio Generation, Editing and Composition | Oct 4, 2024 | Audio GenerationLanguage Modeling | —Unverified | 0 |
| One2set + Large Language Model: Best Partners for Keyphrase Generation | Oct 4, 2024 | Keyphrase GenerationLanguage Modeling | CodeCode Available | 0 |
| BrainTransformers: SNN-LLM | Oct 3, 2024 | ARCGSM8K | —Unverified | 0 |
| A Dutch Financial Large Language Model | Oct 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling | Oct 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences | Oct 3, 2024 | GPUGraph Neural Network | —Unverified | 0 |
| Real-World Cooking Robot System from Recipes Based on Food State Recognition Using Foundation Models and PDDL | Oct 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SCA: Improve Semantic Consistent in Unrestricted Adversarial Attacks via DDPM Inversion | Oct 3, 2024 | Adversarial AttackDenoising | CodeCode Available | 0 |
| Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems | Oct 3, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Grounding Large Language Models In Embodied Environment With Imperfect World Models | Oct 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation | Oct 3, 2024 | ChunkingLanguage Modeling | —Unverified | 0 |
| Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning | Oct 3, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoning | Oct 3, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |