| Lion: Adversarial Distillation of Proprietary Large Language Models | May 22, 2023 | Instruction FollowingKnowledge Distillation | CodeCode Available | 2 |
| Listen, Think, and Understand | May 18, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model | May 18, 2023 | Image GenerationLanguage Modeling | 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 |
| TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation | Apr 30, 2023 | Domain GeneralizationIn-Context Learning | CodeCode Available | 2 |
| RRHF: Rank Responses to Align Language Models with Human Feedback without tears | Apr 11, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Dataset Augmented by ChatGPT | Apr 10, 2023 | Community DetectionGraph Classification | CodeCode Available | 2 |
| Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT | Apr 10, 2023 | Graph LearningKnowledge Graphs | CodeCode Available | 2 |
| Language Models can Solve Computer Tasks | Mar 30, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research | Mar 30, 2023 | Audio captioningEvent Detection | CodeCode Available | 2 |
| Large Language Model Instruction Following: A Survey of Progresses and Challenges | Mar 18, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
| OpenICL: An Open-Source Framework for In-context Learning | Mar 6, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| PaLM-E: An Embodied Multimodal Language Model | Mar 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering | Mar 3, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Reward Design with Language Models | Feb 27, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation | Feb 13, 2023 | Few-Shot LearningLanguage Modelling | CodeCode Available | 2 |
| Accelerating Large Language Model Decoding with Speculative Sampling | Feb 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Muse: Text-To-Image Generation via Masked Generative Transformers | Jan 2, 2023 | Image GenerationLanguage Modelling | CodeCode Available | 2 |
| Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions | Dec 20, 2022 | Automated Theorem ProvingCode Generation | CodeCode Available | 2 |
| SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization | Dec 20, 2022 | Dialogue GenerationLanguage Modeling | CodeCode Available | 2 |
| TabLLM: Few-shot Classification of Tabular Data with Large Language Models | Oct 19, 2022 | ClassificationDeep Learning | CodeCode Available | 2 |
| Generate rather than Retrieve: Large Language Models are Strong Context Generators | Sep 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Solving Quantitative Reasoning Problems with Language Models | Jun 29, 2022 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 2 |
| Learning to Tune Like an Expert: Interpretable and Scene-Aware Navigation via MLLM Reasoning and CVAE-Based Adaptation | Jul 15, 2025 | Large Language ModelScene Understanding | CodeCode Available | 1 |