| Pushing The Limit of LLM Capacity for Text Classification | Feb 12, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| Enhancing Multi-Criteria Decision Analysis with AI: Integrating Analytic Hierarchy Process and GPT-4 for Automated Decision Support | Feb 12, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain | Feb 11, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs | Feb 11, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy | Feb 11, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks | Feb 11, 2024 | Graph Question AnsweringInstruction Following | CodeCode Available | 2 |
| Using Large Language Models for Student-Code Guided Test Case Generation in Computer Science Education | Feb 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine | Feb 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy | Feb 11, 2024 | Language ModelingOpen Vocabulary Attribute Detection | CodeCode Available | 1 |
| Effort and Size Estimation in Software Projects with Large Language Model-based Intelligent Interfaces | Feb 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation | Feb 10, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks -- Position Paper | Feb 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| History, Development, and Principles of Large Language Models-An Introductory Survey | Feb 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NLP for Knowledge Discovery and Information Extraction from Energetics Corpora | Feb 10, 2024 | ArticlesDocument Classification | —Unverified | 0 |
| LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes | Feb 10, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| A Tale of Tails: Model Collapse as a Change of Scaling Laws | Feb 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction | Feb 10, 2024 | graph constructionKnowledge Graph Completion | CodeCode Available | 2 |
| ChemLLM: A Chemical Large Language Model | Feb 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ScreenAgent: A Vision Language Model-driven Computer Control Agent | Feb 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Task Supportive and Personalized Human-Large Language Model Interaction: A User Study | Feb 9, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method | Feb 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Understanding the Role of Cross-Entropy Loss in Fairly Evaluating Large Language Model-based Recommendation | Feb 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 |
| LLaVA-Docent: Instruction Tuning with Multimodal Large Language Model to Support Art Appreciation Education | Feb 9, 2024 | BenchmarkingChatbot | —Unverified | 0 |
| Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning | Feb 9, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| GS-CLIP: Gaussian Splatting for Contrastive Language-Image-3D Pretraining from Real-World Data | Feb 9, 2024 | 3DGSLanguage Modeling | —Unverified | 0 |
| Large Language Models for Captioning and Retrieving Remote Sensing Images | Feb 9, 2024 | Cross-Modal RetrievalDecoder | —Unverified | 0 |
| Understanding the Weakness of Large Language Model Agents within a Complex Android Environment | Feb 9, 2024 | Date UnderstandingLanguage Modeling | CodeCode Available | 1 |
| On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference | Feb 9, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| Self-consistent context aware conformer transducer for speech recognition | Feb 9, 2024 | Automatic Speech RecognitionLanguage Modeling | —Unverified | 0 |
| Large Language Model Augmented Exercise Retrieval for Personalized Language Learning | Feb 8, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Integrating LLMs for Explainable Fault Diagnosis in Complex Systems | Feb 8, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents | Feb 8, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 |
| Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey | Feb 8, 2024 | ArticlesEntity Alignment | CodeCode Available | 3 |
| Pretrained Generative Language Models as General Learning Frameworks for Sequence-Based Tasks | Feb 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| How do Transformers perform In-Context Autoregressive Learning? | Feb 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Agent Interactions in Virtual Environments with Language Models | Feb 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Question Aware Vision Transformer for Multimodal Reasoning | Feb 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CLIP-Loc: Multi-modal Landmark Association for Global Localization in Object-based Maps | Feb 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Spirit LM: Interleaved Spoken and Written Language Model | Feb 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Text-to-Code Generation with Modality-relative Pre-training | Feb 8, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| Driving Everywhere with Large Language Model Policy Adaptation | Feb 8, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| An Interactive Agent Foundation Model | Feb 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models | Feb 8, 2024 | BenchmarkingDiversity | CodeCode Available | 7 |
| Large Language Model Meets Graph Neural Network in Knowledge Distillation | Feb 8, 2024 | Contrastive LearningGraph Attention | —Unverified | 0 |
| A Masked language model for multi-source EHR trajectories contextual representation learning | Feb 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ApiQ: Finetuning of 2-Bit Quantized Large Language Model | Feb 7, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Structure-Informed Protein Language Model | Feb 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Direct Language Model Alignment from Online AI Feedback | Feb 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| De-amplifying Bias from Differential Privacy in Language Model Fine-tuning | Feb 7, 2024 | counterfactualData Augmentation | —Unverified | 0 |