| Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools | Apr 18, 2024 | Combinatorial OptimizationWorld Knowledge | —Unverified | 0 |
| More Room for Language: Investigating the Effect of Retrieval on Language Models | Apr 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Data Collection of Real-Life Knowledge Work in Context: The RLKWiC Dataset | Apr 16, 2024 | BenchmarkingManagement | —Unverified | 0 |
| Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation | Apr 15, 2024 | Contrastive LearningDescriptive | CodeCode Available | 3 |
| Comparing Apples to Oranges: LLM-powered Multimodal Intention Prediction in an Object Categorization Task | Apr 12, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes | Apr 11, 2024 | Continual LearningContinual Pretraining | —Unverified | 0 |
| LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements | Apr 9, 2024 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 |
| Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection | Apr 9, 2024 | Human-Object Interaction DetectionWorld Knowledge | CodeCode Available | 1 |
| Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | Apr 9, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| Mixture of Low-rank Experts for Transferable AI-Generated Image Detection | Apr 7, 2024 | Descriptiveparameter-efficient fine-tuning | CodeCode Available | 1 |
| BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models | Apr 5, 2024 | Factual probeGeneral Knowledge | CodeCode Available | 1 |
| Scope Ambiguities in Large Language Models | Apr 5, 2024 | World Knowledge | CodeCode Available | 0 |
| PRobELM: Plausibility Ranking Evaluation for Language Models | Apr 4, 2024 | Question AnsweringTruthfulQA | —Unverified | 0 |
| PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal Model | Apr 4, 2024 | 3D Part SegmentationBenchmarking | CodeCode Available | 1 |
| GS2Mesh: Surface Reconstruction from Gaussian Splatting via Novel Stereo Views | Apr 2, 2024 | 3DGSNovel View Synthesis | CodeCode Available | 3 |
| Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization | Apr 2, 2024 | MemorizationOpen-Domain Question Answering | —Unverified | 0 |
| LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations | Mar 31, 2024 | Recommendation SystemsRe-Ranking | CodeCode Available | 0 |
| EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs | Mar 30, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Enhancing Content-based Recommendation via Large Language Model | Mar 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Are We on the Right Way for Evaluating Large Vision-Language Models? | Mar 29, 2024 | World Knowledge | CodeCode Available | 3 |
| LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces | Mar 28, 2024 | Data SummarizationWorld Knowledge | —Unverified | 0 |
| Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent | Mar 28, 2024 | World Knowledge | CodeCode Available | 0 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 |
| Sequential Recommendation with Latent Relations based on Large Language Model | Mar 27, 2024 | Collaborative FilteringKnowledge Graphs | CodeCode Available | 1 |
| Large Language Models Need Consultants for Reasoning: Becoming an Expert in a Complex Human System Through Behavior Simulation | Mar 27, 2024 | Common Sense ReasoningWorld Knowledge | CodeCode Available | 0 |
