| Distil-xLSTM: Learning Attention Mechanisms through Recurrent Structures | Mar 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions | Mar 20, 2025 | 2D Object DetectionDistributed Computing | CodeCode Available | 1 |
| Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities | Mar 6, 2025 | Audio captioningLanguage Modeling | —Unverified | 0 |
| ReaderLM-v2: Small Language Model for HTML to Markdown and JSON | Mar 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Achieving Concept Completeness for Textual Concept Bottleneck Models | Feb 16, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation | Feb 16, 2025 | Natural Language QueriesRAG | —Unverified | 0 |
| 3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning | Feb 13, 2025 | Code GenerationScene Understanding | —Unverified | 0 |
| Small Language Model Makes an Effective Long Text Extractor | Feb 11, 2025 | GPULanguage Modeling | CodeCode Available | 1 |
| Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training | Feb 5, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model | Feb 4, 2025 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Atla Selene Mini: A General Purpose Evaluation Model | Jan 27, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model | Jan 19, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| From Superficial Patterns to Semantic Understanding: Fine-Tuning Language Models on Contrast Sets | Jan 5, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Technical Report: Small Language Model for Japanese Clinical and Medicine | Dec 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models | Dec 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Embodied CoT Distillation From LLM To Off-the-shelf Agents | Dec 16, 2024 | Decision MakingIn-Context Learning | CodeCode Available | 3 |
| Small Language Model as Data Prospector for Large Language Model | Dec 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| JPPO: Joint Power and Prompt Optimization for Accelerated Large Language Model Services | Nov 27, 2024 | Deep Reinforcement LearningLanguage Modeling | —Unverified | 0 |
| Is Training Data Quality or Quantity More Impactful to Small Language Model Performance? | Nov 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View Graphs | Nov 21, 2024 | Clone DetectionCode Search | CodeCode Available | 2 |
| RadPhi-3: Small Language Models for Radiology | Nov 19, 2024 | 4kLanguage Modeling | —Unverified | 0 |
| Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM Interactions | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SlimLM: An Efficient Small Language Model for On-Device Document Assistance | Nov 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SecEncoder: Logs are All You Need in Security | Nov 12, 2024 | AllLanguage Modelling | —Unverified | 0 |
| Towards Multi-Modal Mastery: A 4.5B Parameter Truly Multi-Modal Small Language Model | Nov 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |