| Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural Backdoor | Sep 3, 2024 | Backdoor AttackLarge Language Model | CodeCode Available | 0 |
| Laser: Parameter-Efficient LLM Bi-Tuning for Sequential Recommendation with Collaborative Information | Sep 3, 2024 | Large Language ModelRecommendation Systems | —Unverified | 0 |
| LASP: Surveying the State-of-the-Art in Large Language Model-Assisted AI Planning | Sep 3, 2024 | Autonomous VehiclesLanguage Modeling | —Unverified | 0 |
| Agentic Society: Merging skeleton from real world and texture from Large Language Model | Sep 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information | Sep 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DPDEdit: Detail-Preserved Diffusion Models for Multimodal Fashion Image Editing | Sep 2, 2024 | Image GenerationLanguage Modelling | —Unverified | 0 |
| Balancing Performance and Efficiency: A Multimodal Large Language Model Pruning Method based Image Text Interaction | Sep 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| User-Specific Dialogue Generation with User Profile-Aware Pre-Training Model and Parameter-Efficient Fine-Tuning | Sep 2, 2024 | Dialogue GenerationLanguage Modelling | —Unverified | 0 |
| Grounding Language Models in Autonomous Loco-manipulation Tasks | Sep 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SCOPE: Sign Language Contextual Processing with Embedding from LLMs | Sep 2, 2024 | DiversityLanguage Modeling | CodeCode Available | 0 |
| Co-Learning: Code Learning for Multi-Agent Reinforcement Collaborative Framework with Conversational Natural Language Interfaces | Sep 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation | Sep 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model | Sep 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Comparing Discrete and Continuous Space LLMs for Speech Recognition | Sep 1, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| OrthoDoc: Multimodal Large Language Model for Assisting Diagnosis in Computed Tomography | Aug 30, 2024 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models | Aug 30, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach | Aug 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| AdaptVision: Dynamic Input Scaling in MLLMs for Versatile Scene Understanding | Aug 30, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Getting Inspiration for Feature Elicitation: App Store- vs. LLM-based Approach | Aug 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ChatSUMO: Large Language Model for Automating Traffic Scenario Generation in Simulation of Urban MObility | Aug 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks | Aug 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems | Aug 29, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| Plausible-Parrots @ MSP2023: Enhancing Semantic Plausibility Modeling using Entity and Event Knowledge | Aug 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic | Aug 29, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models | Aug 29, 2024 | Bias DetectionFairness | CodeCode Available | 0 |
| Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization | Aug 28, 2024 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation | Aug 28, 2024 | Knowledge DistillationLanguage Modelling | —Unverified | 0 |
| Legilimens: Practical and Unified Content Moderation for Large Language Model Services | Aug 28, 2024 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Efficient LLM Scheduling by Learning to Rank | Aug 28, 2024 | BlockingChatbot | CodeCode Available | 2 |
| Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis | Aug 27, 2024 | BenchmarkingLarge Language Model | —Unverified | 0 |
| Awes, Laws, and Flaws From Today's LLM Research | Aug 27, 2024 | EthicsLanguage Modeling | —Unverified | 0 |
| XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model | Aug 27, 2024 | Graph Neural NetworkIntrusion Detection | CodeCode Available | 1 |
| AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark | Aug 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BaichuanSEED: Sharing the Potential of ExtensivE Data Collection and Deduplication by Introducing a Competitive Large Language Model Baseline | Aug 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet | Aug 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Large Language Model for Patent Concept Generation | Aug 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Question answering system of bridge design specification based on large language model | Aug 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic Framework | Aug 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents | Aug 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models | Aug 26, 2024 | Large Language ModelVideo Quality Assessment | CodeCode Available | 0 |
| Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos | Aug 26, 2024 | FormLanguage Modelling | CodeCode Available | 1 |
| Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos | Aug 26, 2024 | Large Language ModelMVBench | CodeCode Available | 2 |
| Investigating Language-Specific Calibration For Pruning Multilingual Large Language Models | Aug 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction | Aug 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models | Aug 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SPICED: Syntactical Bug and Trojan Pattern Identification in A/MS Circuits using LLM-Enhanced Detection | Aug 25, 2024 | Anomaly DetectionLanguage Modelling | —Unverified | 0 |
| Prompt-Matcher: Leveraging Large Models to Reduce Uncertainty in Schema Matching Results | Aug 24, 2024 | Computational EfficiencyData Integration | —Unverified | 0 |
| GNN: Graph Neural Network and Large Language Model for Data Discovery | Aug 24, 2024 | AttributeGraph Neural Network | —Unverified | 0 |
| Selective Preference Optimization via Token-Level Reward Function Estimation | Aug 24, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving | Aug 23, 2024 | Domain AdaptationInformation Retrieval | —Unverified | 0 |