| Improving Factuality and Reasoning in Language Models through Multiagent Debate | May 23, 2023 | Few-Shot LearningLanguage Modeling | CodeCode Available | 2 |
| Training Diffusion Models with Reinforcement Learning | May 22, 2023 | Decision MakingDenoising | CodeCode Available | 2 |
| Pengi: An Audio Language Model for Audio Tasks | May 19, 2023 | Audio captioningAudio Question Answering | CodeCode Available | 2 |
| Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model | May 18, 2023 | Image GenerationLanguage Modeling | 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 |
| DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| StructGPT: A General Framework for Large Language Model to Reason over Structured Data | May 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Large Language Model Guided Tree-of-Thought | May 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| How to Index Item IDs for Recommendation Foundation Models | May 11, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Huatuo-26M, a Large-scale Chinese Medical QA Dataset | May 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation | Apr 30, 2023 | Domain GeneralizationIn-Context Learning | CodeCode Available | 2 |
| PMC-LLaMA: Towards Building Open-source Language Models for Medicine | Apr 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Scaling Transformer to 1M tokens and beyond with RMT | Apr 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation | Mar 26, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation | Mar 22, 2023 | Code CompletionLanguage Modeling | CodeCode Available | 2 |
| Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval | Mar 22, 2023 | Image-text matchingLanguage Modeling | CodeCode Available | 2 |
| Implicit Neural Representation for Cooperative Low-light Image Enhancement | Mar 21, 2023 | Image EnhancementLanguage Modeling | CodeCode Available | 2 |
| Large Language Model Instruction Following: A Survey of Progresses and Challenges | Mar 18, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
| Stabilizing Transformer Training by Preventing Attention Entropy Collapse | Mar 11, 2023 | Automatic Speech Recognitionimage-classification | CodeCode Available | 2 |
| PaLM-E: An Embodied Multimodal Language Model | Mar 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| OpenICL: An Open-Source Framework for In-context Learning | Mar 6, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning | Feb 27, 2023 | Dense Video CaptioningLanguage Modeling | CodeCode Available | 2 |
| SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks | Feb 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Model Crossover: Variation through Few-Shot Prompting | Feb 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Hyena Hierarchy: Towards Larger Convolutional Language Models | Feb 21, 2023 | 2k8k | CodeCode Available | 2 |
