| SAFLITE: Fuzzing Autonomous Systems via Large Language Models | Dec 25, 2024 | Large Language Model | —Unverified | 0 |
| Diverse and Effective Red Teaming with Auto-generated Rewards and Multi-step Reinforcement Learning | Dec 24, 2024 | DiversityLarge Language Model | —Unverified | 0 |
| Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice | Dec 24, 2024 | Decision MakingFairness | —Unverified | 0 |
| INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent | Dec 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Ensuring Consistency for In-Image Translation | Dec 24, 2024 | Image GenerationLarge Language Model | —Unverified | 0 |
| PLD-Tree: Persistent Laplacian Decision Tree for Protein-Protein Binding Free Energy Prediction | Dec 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Tackling the Dynamicity in a Production LLM Serving System with SOTA Optimizations via Hybrid Prefill/Decode/Verify Scheduling on Efficient Meta-kernels | Dec 24, 2024 | Large Language ModelScheduling | —Unverified | 0 |
| VisionLLM-based Multimodal Fusion Network for Glottic Carcinoma Early Detection | Dec 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GeneSUM: Large Language Model-based Gene Summary Extraction | Dec 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Real-world Deployment and Evaluation of PErioperative AI CHatbot (PEACH) -- a Large Language Model Chatbot for Perioperative Medicine | Dec 24, 2024 | ChatbotDecision Making | —Unverified | 0 |
| Zero-resource Speech Translation and Recognition with LLMs | Dec 24, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Molly: Making Large Language Model Agents Solve Python Problem More Logically | Dec 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KunServe: Efficient Parameter-centric Memory Management for LLM Serving | Dec 24, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Is Large Language Model Good at Triple Set Prediction? An Empirical Study | Dec 24, 2024 | Knowledge Graph CompletionLanguage Modeling | —Unverified | 0 |
| LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment | Dec 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CoAM: Corpus of All-Type Multiword Expressions | Dec 24, 2024 | AllLanguage Modeling | —Unverified | 0 |
| Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner | Dec 24, 2024 | Autonomous DrivingDataset Generation | CodeCode Available | 1 |
| Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models | Dec 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents | Dec 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference | Dec 23, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Brain-to-Text Benchmark '24: Lessons Learned | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Interweaving Memories of a Siamese Large Language Model | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Measuring Contextual Informativeness in Child-Directed Text | Dec 23, 2024 | InformativenessLanguage Modeling | CodeCode Available | 0 |
| Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance | Dec 23, 2024 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Resource-Aware Arabic LLM Creation: Model Adaptation, Integration, and Multi-Domain Testing | Dec 23, 2024 | ArabicMMLUDialect Identification | CodeCode Available | 1 |
| LLM4AD: A Platform for Algorithm Design with Large Language Model | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| VidCtx: Context-aware Video Question Answering with Image Models | Dec 23, 2024 | Large Language ModelQuestion Answering | CodeCode Available | 0 |
| Large Language Model Safety: A Holistic Survey | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| A Career Interview Dialogue System using Large Language Model-based Dynamic Slot Generation | Dec 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story Videos | Dec 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately | Dec 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Online Preference-based Reinforcement Learning with Self-augmented Feedback from Large Language Model | Dec 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Better Think with Tables: Leveraging Tables to Enhance Large Language Model Comprehension | Dec 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SubstationAI: Multimodal Large Model-Based Approaches for Analyzing Substation Equipment Faults | Dec 22, 2024 | Data AugmentationFault Diagnosis | —Unverified | 0 |
| CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models | Dec 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Application of Multimodal Large Language Models in Autonomous Driving | Dec 21, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Quantum-Like Contextuality in Large Language Models | Dec 21, 2024 | Large Language Model | CodeCode Available | 0 |
| Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval | Dec 21, 2024 | Computational EfficiencyLanguage Modeling | CodeCode Available | 0 |
| The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents | Dec 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Speech Retrieval-Augmented Generation without Automatic Speech Recognition | Dec 21, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Correcting Large Language Model Behavior via Influence Function | Dec 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Data-Driven Mechanism Design: Jointly Eliciting Preferences and Information | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Autoware.Flex: Human-Instructed Dynamically Reconfigurable Autonomous Driving Systems | Dec 20, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| VirusT5: Harnessing Large Language Models to Predicting SARS-CoV-2 Evolution | Dec 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification | Dec 20, 2024 | In-Context Learningintent-classification | —Unverified | 0 |
| PolySmart and VIREO @ TRECVid 2024 Ad-hoc Video Search | Dec 20, 2024 | Ad-hoc video searchLanguage Modeling | —Unverified | 0 |
| MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and Detection | Dec 20, 2024 | Cancer ClassificationChatbot | CodeCode Available | 1 |
| J-EDI QA: Benchmark for deep-sea organism-specific multimodal LLM | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Continual Learning Using Only Large Language Model Prompting | Dec 20, 2024 | Continual LearningLanguage Modeling | —Unverified | 0 |
| Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering | Dec 19, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |