| Discovering Language Model Behaviors with Model-Written Evaluations | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Multimodal Table Understanding | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Multi-agent Architecture Search via Agentic Supernet | Feb 6, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| A Survey on the Optimization of Large Language Model-based Agents | Mar 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 3 |
| Multi-objective Asynchronous Successive Halving | Jun 23, 2021 | FairnessHyperparameter Optimization | CodeCode Available | 3 |
| ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL | Feb 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| A Systematic Evaluation of Large Language Models of Code | Feb 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models | Feb 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Diffusion-LM Improves Controllable Text Generation | May 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning | Nov 26, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 3 |
| APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts | Jun 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Embodied Understanding of Driving Scenarios | Mar 7, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 |
| Enhancing Decision Analysis with a Large Language Model: pyDecision a Comprehensive Library of MCDA Methods in Python | Apr 9, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 3 |
| Prompt-to-Leaderboard | Feb 20, 2025 | ChatbotLanguage Modeling | CodeCode Available | 3 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | Dec 28, 2023 | AutoMLCPU | CodeCode Available | 3 |
| A Phylogenetic Approach to Genomic Language Modeling | Mar 4, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls | Feb 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning | Jun 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation | Apr 8, 2024 | Image GenerationImage-to-Image Translation | CodeCode Available | 3 |
| Deep Learning and LLM-based Methods Applied to Stellar Lightcurve Classification | Apr 16, 2024 | Feature EngineeringLanguage Modeling | CodeCode Available | 3 |
| MeshXL: Neural Coordinate Field for Generative 3D Foundation Models | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Evalverse: Unified and Accessible Library for Large Language Model Evaluation | Apr 1, 2024 | Language Model EvaluationLanguage Modeling | CodeCode Available | 3 |
| Data Filtering Networks | Sep 29, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Longformer: The Long-Document Transformer | Apr 10, 2020 | DecoderLanguage Modeling | CodeCode Available | 3 |
| Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuray | Feb 7, 2025 | 4kGeneral Knowledge | CodeCode Available | 3 |
| AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection | Jul 22, 2024 | Anomaly DetectionLanguage Modeling | CodeCode Available | 3 |
| CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents | Jul 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Cramming: Training a Language Model on a Single GPU in One Day | Dec 28, 2022 | GPULanguage Modeling | CodeCode Available | 3 |
| Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model | Jan 4, 2024 | Combinatorial OptimizationLanguage Modeling | CodeCode Available | 3 |
| M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models | Mar 31, 2024 | Image-text RetrievalLanguage Modeling | CodeCode Available | 3 |
| LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs | Aug 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders | Oct 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use Cases | Jul 15, 2024 | Attributecounterfactual | CodeCode Available | 3 |
| LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model | Jan 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| ContextCite: Attributing Model Generation to Context | Sep 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Conformer: Convolution-augmented Transformer for Speech Recognition | May 16, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement | Nov 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Datasheet for the Pile | Jan 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Lifelong Learning of Large Language Model based Agents: A Roadmap | Jan 13, 2025 | Incremental LearningLanguage Modeling | CodeCode Available | 3 |
| Llemma: An Open Language Model For Mathematics | Oct 16, 2023 | Arithmetic ReasoningAutomated Theorem Proving | CodeCode Available | 3 |
| Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration | Jun 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| MotionGPT: Human Motion as a Foreign Language | Jun 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Large Language Model-Brained GUI Agents: A Survey | Nov 27, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 3 |
| LaViDa: A Large Diffusion Language Model for Multimodal Understanding | May 22, 2025 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 |
| GLM: General Language Model Pretraining with Autoregressive Blank Infilling | Mar 18, 2021 | Abstractive Text SummarizationClassification | CodeCode Available | 3 |
| Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference | Mar 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model | Aug 30, 2024 | Audio CompressionAudio Generation | CodeCode Available | 3 |
| Compact Language Models via Pruning and Knowledge Distillation | Jul 19, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 3 |
| Large Language Model based Long-tail Query Rewriting in Taobao Search | Nov 7, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 3 |
| LayerKV: Optimizing Large Language Model Serving with Layer-wise KV Cache Management | Oct 1, 2024 | GPULanguage Modeling | CodeCode Available | 3 |
