| Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | Apr 9, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection | Apr 9, 2024 | Human-Object Interaction DetectionWorld Knowledge | 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 |
| PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal Model | Apr 4, 2024 | 3D Part SegmentationBenchmarking | CodeCode Available | 1 |
| Common Sense Enhanced Knowledge-based Recommendation with Large Language Model | Mar 27, 2024 | Common Sense ReasoningKnowledge Graphs | CodeCode Available | 1 |
| Beyond Embeddings: The Promise of Visual Table in Visual Reasoning | Mar 27, 2024 | Representation LearningVisual Question Answering | CodeCode Available | 1 |
| Sequential Recommendation with Latent Relations based on Large Language Model | Mar 27, 2024 | Collaborative FilteringKnowledge Graphs | CodeCode Available | 1 |
| Can LLMs' Tuning Methods Work in Medical Multimodal Domain? | Mar 11, 2024 | Transfer LearningWorld Knowledge | CodeCode Available | 1 |
| Towards Efficient and Effective Unlearning of Large Language Models for Recommendation | Mar 6, 2024 | World Knowledge | CodeCode Available | 1 |
| Learning or Self-aligning? Rethinking Instruction Fine-tuning | Feb 28, 2024 | World Knowledge | CodeCode Available | 1 |
| GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task Assistants | Feb 12, 2024 | Code GenerationManagement | CodeCode Available | 1 |
| Machine Translation Meta Evaluation through Translation Accuracy Challenge Sets | Jan 29, 2024 | BenchmarkingMachine Translation | CodeCode Available | 1 |
| Q&A Prompts: Discovering Rich Visual Clues through Mining Question-Answer Prompts for VQA requiring Diverse World Knowledge | Jan 19, 2024 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| Knowledge Verification to Nip Hallucination in the Bud | Jan 19, 2024 | HallucinationWorld Knowledge | CodeCode Available | 1 |
| PokeMQA: Programmable knowledge editing for Multi-hop Question Answering | Dec 23, 2023 | Answer Generationknowledge editing | CodeCode Available | 1 |
| SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector | Dec 14, 2023 | Knowledge DistillationObject | CodeCode Available | 1 |
| Dense X Retrieval: What Retrieval Granularity Should We Use? | Dec 11, 2023 | RetrievalSentence | CodeCode Available | 1 |
| Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers | Dec 7, 2023 | MathMultiple-choice | CodeCode Available | 1 |
| Lenna: Language Enhanced Reasoning Detection Assistant | Dec 5, 2023 | World Knowledge | CodeCode Available | 1 |
| LLaRA: Large Language-Recommendation Assistant | Dec 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models | Nov 15, 2023 | World Knowledge | CodeCode Available | 1 |
| Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models | Nov 14, 2023 | Continual LearningQuestion Answering | CodeCode Available | 1 |
| Towards Open-Ended Visual Recognition with Large Language Model | Nov 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA | Nov 14, 2023 | In-Context LearningProgram Synthesis | CodeCode Available | 1 |
