| Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation | May 22, 2024 | InformativenessLanguage Modeling | CodeCode Available | 2 | 5 |
| Libra: Building Decoupled Vision System on Large Language Models | May 16, 2024 | Image to textLanguage Modeling | CodeCode Available | 2 | 5 |
| Asynchronous Large Language Model Enhanced Planner for Autonomous Driving | Jun 20, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 2 | 5 |
| Improving Factuality and Reasoning in Language Models through Multiagent Debate | May 23, 2023 | Few-Shot LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification | Oct 26, 2020 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 2 | 5 |
| Backtracing: Retrieving the Cause of the Query | Mar 6, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 2 | 5 |
| Adapting a Language Model While Preserving its General Knowledge | Jan 21, 2023 | Continual LearningGeneral Knowledge | CodeCode Available | 2 | 5 |
| Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback | May 17, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| Implicit Neural Representation for Cooperative Low-light Image Enhancement | Mar 21, 2023 | Image EnhancementLanguage Modeling | CodeCode Available | 2 | 5 |
| Contrastive Decoding: Open-ended Text Generation as Optimization | Oct 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Autoregressive Action Sequence Learning for Robotic Manipulation | Oct 4, 2024 | ChunkingLanguage Modeling | CodeCode Available | 2 | 5 |
| LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics | May 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation | Jan 30, 2024 | HallucinationKnowledge Distillation | CodeCode Available | 2 | 5 |
| LLaQo: Towards a Query-Based Coach in Expressive Music Performance Assessment | Sep 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| A Length-Extrapolatable Transformer | Dec 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Control Industrial Automation System with Large Language Model Agents | Sep 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Improved Representation Steering for Language Models | May 27, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Continuous Diffusion Model for Language Modeling | Feb 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Improve Vision Language Model Chain-of-thought Reasoning | Oct 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| LinkBERT: Pretraining Language Models with Document Links | Mar 29, 2022 | Document ClassificationLanguage Modeling | CodeCode Available | 2 | 5 |
| AutoVerus: Automated Proof Generation for Rust Code | Sep 19, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 2 | 5 |
| A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval | Mar 7, 2025 | Information RetrievalLanguage Modeling | CodeCode Available | 2 | 5 |
| A Survey of Multimodal Large Language Model from A Data-centric Perspective | May 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity | Jan 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model | May 3, 2024 | Decision MakingFew-Shot Learning | CodeCode Available | 2 | 5 |
| LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent | Sep 21, 2023 | 3D visual groundingLanguage Modeling | CodeCode Available | 2 | 5 |
| A Survey of Graph Meets Large Language Model: Progress and Future Directions | Nov 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Hyena Hierarchy: Towards Larger Convolutional Language Models | Feb 21, 2023 | 2k8k | CodeCode Available | 2 | 5 |
| HyperSeg: Towards Universal Visual Segmentation with Large Language Model | Nov 26, 2024 | Language ModelingLarge Language Model | CodeCode Available | 2 | 5 |
| LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action | Jul 10, 2022 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 | 5 |
| Hungry Hungry Hippos: Towards Language Modeling with State Space Models | Dec 28, 2022 | 8kCoreference Resolution | CodeCode Available | 2 | 5 |
| HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs | Nov 16, 2023 | Domain AdaptationLanguage Modeling | CodeCode Available | 2 | 5 |
| IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation | Jul 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Long-Form Speech Generation with Spoken Language Models | Dec 24, 2024 | FormLanguage Modeling | CodeCode Available | 2 | 5 |
| CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers | Apr 28, 2022 | Image GenerationLanguage Modeling | CodeCode Available | 2 | 5 |
| HMT: Hierarchical Memory Transformer for Long Context Language Processing | May 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model | Mar 13, 2024 | General KnowledgeInstruction Following | CodeCode Available | 2 | 5 |
| Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM | Jun 18, 2024 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 | 5 |
| How to Index Item IDs for Recommendation Foundation Models | May 11, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time | Feb 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 2 | 5 |
| Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization | Mar 5, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Malla: Demystifying Real-world Large Language Model Integrated Malicious Services | Jan 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD | Mar 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| HGRN2: Gated Linear RNNs with State Expansion | Apr 11, 2024 | Image ClassificationLanguage Modeling | CodeCode Available | 2 | 5 |
| MASS: Masked Sequence to Sequence Pre-training for Language Generation | May 7, 2019 | Conversational Response GenerationDecoder | CodeCode Available | 2 | 5 |
| MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling | Mar 17, 2025 | GPULanguage Modeling | CodeCode Available | 2 | 5 |
| HiGPT: Heterogeneous Graph Language Model | Feb 25, 2024 | Graph LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| mDPO: Conditional Preference Optimization for Multimodal Large Language Models | Jun 17, 2024 | HallucinationLanguage Modeling | CodeCode Available | 2 | 5 |
| Huatuo-26M, a Large-scale Chinese Medical QA Dataset | May 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Ignore Previous Prompt: Attack Techniques For Language Models | Nov 17, 2022 | Adversarial AttackAdversarial Text | CodeCode Available | 2 | 5 |
