| DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately | Dec 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Better Think with Tables: Leveraging Tables to Enhance Large Language Model Comprehension | Dec 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models | Dec 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| 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 |
| Speech Retrieval-Augmented Generation without Automatic Speech Recognition | Dec 21, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval | Dec 21, 2024 | Computational EfficiencyLanguage Modeling | CodeCode Available | 0 |
| Correcting Large Language Model Behavior via Influence Function | Dec 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Quantum-Like Contextuality in Large Language Models | Dec 21, 2024 | Large Language Model | 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 |
| Application of Multimodal Large Language Models in Autonomous Driving | Dec 21, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification | Dec 20, 2024 | In-Context Learningintent-classification | —Unverified | 0 |
| J-EDI QA: Benchmark for deep-sea organism-specific multimodal LLM | 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 |
| PolySmart and VIREO @ TRECVid 2024 Ad-hoc Video Search | Dec 20, 2024 | Ad-hoc video searchLanguage Modeling | —Unverified | 0 |
| Continual Learning Using Only Large Language Model Prompting | Dec 20, 2024 | Continual LearningLanguage Modeling | —Unverified | 0 |
| Data-Driven Mechanism Design: Jointly Eliciting Preferences and Information | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering | Dec 19, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| Automated Root Cause Analysis System for Complex Data Products | Dec 19, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Movie2Story: A framework for understanding videos and telling stories in the form of novel text | Dec 19, 2024 | Dataset GenerationFairness | —Unverified | 0 |
| Graph-Convolutional Networks: Named Entity Recognition and Large Language Model Embedding in Document Clustering | Dec 19, 2024 | ClusteringLanguage Modeling | —Unverified | 0 |
| HPC-Coder-V2: Studying Code LLMs Across Low-Resource Parallel Languages | Dec 19, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| A Comparative Study of DSPy Teleprompter Algorithms for Aligning Large Language Models Evaluation Metrics to Human Evaluation | Dec 19, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study | Dec 19, 2024 | AstronomyDomain Adaptation | CodeCode Available | 0 |
| Moving Beyond LDA: A Comparison of Unsupervised Topic Modelling Techniques for Qualitative Data Analysis of Online Communities | Dec 19, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| DirectorLLM for Human-Centric Video Generation | Dec 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text2Relight: Creative Portrait Relighting with Text Guidance | Dec 18, 2024 | Image GenerationImage Relighting | —Unverified | 0 |
| On Enhancing Root Cause Analysis with SQL Summaries for Failures in Database Workload Replays at SAP HANA | Dec 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs | Dec 18, 2024 | Code SummarizationCode Translation | CodeCode Available | 0 |
| CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers | Dec 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation | Dec 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Preference-Oriented Supervised Fine-Tuning: Favoring Target Model Over Aligned Large Language Models | Dec 17, 2024 | Causal Language ModelingLanguage Modeling | CodeCode Available | 0 |
| Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models | Dec 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Structural Memory of LLM Agents | Dec 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Gender Bias and Property Taxes | Dec 17, 2024 | Large Language Model | —Unverified | 0 |
| DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models | Dec 17, 2024 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 0 |
| Process-Supervised Reward Models for Clinical Note Generation: A Scalable Approach Guided by Domain Expertise | Dec 17, 2024 | Large Language Model | CodeCode Available | 0 |
| FocusChat: Text-guided Long Video Understanding via Spatiotemporal Information Filtering | Dec 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fooling LLM graders into giving better grades through neural activity guided adversarial prompting | Dec 17, 2024 | Large Language Model | —Unverified | 0 |
| iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop | Dec 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation | Dec 17, 2024 | FormLanguage Modeling | CodeCode Available | 0 |
| Whisper-GPT: A Hybrid Representation Audio Large Language Model | Dec 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Personalized LLM for Generating Customized Responses to the Same Query from Different Users | Dec 16, 2024 | Contrastive LearningDiversity | CodeCode Available | 0 |
| Combining Large Language Models with Tutoring System Intelligence: A Case Study in Caregiver Homework Support | Dec 16, 2024 | Large Language ModelMath | CodeCode Available | 0 |
| CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology | Dec 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond | Dec 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Ultra-High-Definition Dynamic Multi-Exposure Image Fusion via Infinite Pixel Learning | Dec 16, 2024 | GPULarge Language Model | —Unverified | 0 |
| Private Yet Social: How LLM Chatbots Support and Challenge Eating Disorder Recovery | Dec 16, 2024 | ChatbotLanguage Modeling | —Unverified | 0 |
| VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting | Dec 16, 2024 | InformativenessLarge Language Model | CodeCode Available | 0 |