| QuRating: Selecting High-Quality Data for Training Language Models | Feb 15, 2024 | In-Context Learning | CodeCode Available | 3 |
| PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask | Dec 22, 2024 | In-Context LearningVirtual Try-on | CodeCode Available | 3 |
| Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation | Aug 20, 2024 | Code CompletionCode Generation | CodeCode Available | 3 |
| Scaling Diffusion Language Models via Adaptation from Autoregressive Models | Oct 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 3 |
| OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text | Jun 12, 2024 | In-Context Learning | CodeCode Available | 3 |
| AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models | Aug 29, 2023 | Anomaly DetectionIn-Context Learning | CodeCode Available | 3 |
| A Survey on Mixture of Experts | Jun 26, 2024 | In-Context LearningMixture-of-Experts | CodeCode Available | 3 |
| Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision | May 4, 2023 | DiversityIn-Context Learning | CodeCode Available | 3 |
| Language Model Crossover: Variation through Few-Shot Prompting | Feb 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study | Jun 20, 2024 | In-Context LearningKnowledge Distillation | CodeCode Available | 2 |
| KV Shifting Attention Enhances Language Modeling | Nov 29, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models | Oct 6, 2023 | Code GenerationDecision Making | CodeCode Available | 2 |
| Just read twice: closing the recall gap for recurrent language models | Jul 7, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion | Feb 4, 2024 | In-Context LearningKnowledge Graph Completion | CodeCode Available | 2 |
| JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs | Feb 17, 2025 | ImputationIn-Context Learning | CodeCode Available | 2 |
| Knowledge Circuits in Pretrained Transformers | May 28, 2024 | In-Context Learningknowledge editing | CodeCode Available | 2 |
| Large Language Models are In-Context Molecule Learners | Mar 7, 2024 | Cross-Modal RetrievalIn-Context Learning | CodeCode Available | 2 |
| In-Context Language Learning: Architectures and Algorithms | Jan 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| In-Context Learning Unlocked for Diffusion Models | May 1, 2023 | In-Context Learningtext-guided-image-editing | CodeCode Available | 2 |
| Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback | May 17, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Black-Box Tuning for Language-Model-as-a-Service | Jan 10, 2022 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-Context Learning | CodeCode Available | 2 |
| HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution | Jun 27, 2023 | 4kIn-Context Learning | CodeCode Available | 2 |
| Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation | May 24, 2024 | In-Context LearningText to SQL | CodeCode Available | 2 |
| Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity | Mar 14, 2024 | In-Context Learning | CodeCode Available | 2 |
