| Simulating User Agents for Embodied Conversational-AI | Oct 31, 2024 | Dataset GenerationLarge Language Model | —Unverified | 0 |
| Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach | Oct 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Matchmaker: Self-Improving Large Language Model Programs for Schema Matching | Oct 31, 2024 | Data IntegrationLanguage Modeling | —Unverified | 0 |
| From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents | Oct 31, 2024 | Action AnalysisConversational Web Navigation | —Unverified | 0 |
| Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking | Oct 31, 2024 | Data AugmentationDialogue State Tracking | —Unverified | 0 |
| A Theoretical Perspective for Speculative Decoding Algorithm | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot | Oct 30, 2024 | ChatbotDialogue State Tracking | CodeCode Available | 0 |
| Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection | Oct 30, 2024 | Continual LearningHallucination | —Unverified | 0 |
| Toward Understanding In-context vs. In-weight Learning | Oct 30, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation | Oct 30, 2024 | Anomaly DetectionDescriptive | —Unverified | 0 |
| Explainable Behavior Cloning: Teaching Large Language Model Agents through Learning by Demonstration | Oct 30, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| Dynamic Information Sub-Selection for Decision Support | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents | Oct 30, 2024 | Large Language ModelObject Rearrangement | —Unverified | 0 |
| EMMA: End-to-End Multimodal Model for Autonomous Driving | Oct 30, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Anticipating Future with Large Language Model for Simultaneous Machine Translation | Oct 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Online Detecting LLM-Generated Texts via Sequential Hypothesis Testing by Betting | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MARCO: Multi-Agent Real-time Chat Orchestration | Oct 29, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents | Oct 29, 2024 | Decision MakingIntent Discovery | —Unverified | 0 |
| Learning and Unlearning of Fabricated Knowledge in Language Models | Oct 29, 2024 | Data PoisoningLanguage Modeling | —Unverified | 0 |
| Sorting Out the Bad Seeds: Automatic Classification of Cryptocurrency Abuse Reports | Oct 28, 2024 | Large Language Model | —Unverified | 0 |
| Zero-Shot Dense Retrieval with Embeddings from Relevance Feedback | Oct 28, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model | Oct 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce | Oct 28, 2024 | Benchmarkinggraph construction | —Unverified | 0 |
| Large Language Model Benchmarks in Medical Tasks | Oct 28, 2024 | Image CaptioningLanguage Modeling | —Unverified | 0 |