| Unified Source-Free Domain Adaptation | Mar 12, 2024 | Domain AdaptationLanguage Modelling | CodeCode Available | 3 |
| Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models | Sep 3, 2023 | HallucinationWorld Knowledge | CodeCode Available | 3 |
| How Can Recommender Systems Benefit from Large Language Models: A Survey | Jun 9, 2023 | EthicsFeature Engineering | CodeCode Available | 3 |
| ConTextTab: A Semantics-Aware Tabular In-Context Learner | Jun 12, 2025 | In-Context LearningWorld Knowledge | CodeCode Available | 2 |
| Free-form language-based robotic reasoning and grasping | Mar 17, 2025 | FormRobotic Grasping | CodeCode Available | 2 |
| HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver | Jan 1, 2025 | Reasoning SegmentationSegmentation | CodeCode Available | 2 |
| Fietje: An open, efficient LLM for Dutch | Dec 19, 2024 | Linguistic AcceptabilitySentiment Analysis | CodeCode Available | 2 |
| MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark | Dec 19, 2024 | MMLUMultiple-choice | CodeCode Available | 2 |
| HyperSeg: Towards Universal Visual Segmentation with Large Language Model | Nov 26, 2024 | Language ModelingLarge Language Model | CodeCode Available | 2 |
| One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos | Sep 29, 2024 | AllImage Segmentation | CodeCode Available | 2 |
| Synthetic continued pretraining | Sep 11, 2024 | Data AugmentationLanguage Modelling | CodeCode Available | 2 |
| Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks | Aug 7, 2024 | AttributeIn-Context Learning | CodeCode Available | 2 |
| SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages | Jul 29, 2024 | DiversityInstruction Following | CodeCode Available | 2 |
| Language Representations Can be What Recommenders Need: Findings and Potentials | Jul 7, 2024 | Collaborative FilteringContrastive Learning | CodeCode Available | 2 |
| LangSuitE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments | Jun 24, 2024 | World Knowledge | CodeCode Available | 2 |
| RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models | Jun 16, 2024 | Adversarial AttackBenchmarking | CodeCode Available | 2 |
| On Softmax Direct Preference Optimization for Recommendation | Jun 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| A Synthetic Dataset for Personal Attribute Inference | Jun 11, 2024 | AttributeAuthor Profiling | CodeCode Available | 2 |
| CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning | Jun 7, 2024 | Instruction FollowingMath | CodeCode Available | 2 |
| KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge | May 26, 2024 | Graph EmbeddingInformativeness | CodeCode Available | 2 |
| Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models | May 24, 2024 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 2 |
| Agent Planning with World Knowledge Model | May 23, 2024 | modelWorld Knowledge | CodeCode Available | 2 |
| Learnable Item Tokenization for Generative Recommendation | May 12, 2024 | DiversityWorld Knowledge | CodeCode Available | 2 |
| Understanding Long Videos with Multimodal Language Models | Mar 25, 2024 | Action RecognitionFine-grained Action Recognition | CodeCode Available | 2 |
| Embodied LLM Agents Learn to Cooperate in Organized Teams | Mar 19, 2024 | Decision MakingHuman Agent Collaboration | CodeCode Available | 2 |
