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Small Language Model

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Showing 1–50 of 109 papers

TitleStatusHype
TinyLlama: An Open-Source Small Language ModelCode11
Embodied CoT Distillation From LLM To Off-the-shelf AgentsCode3
TinyAgent: Function Calling at the EdgeCode3
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMsCode3
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language ModelCode3
Zero-Shot Vision Encoder Grafting via LLM SurrogatesCode2
Mobile-VideoGPT: Fast and Accurate Video Understanding Language ModelCode2
CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View GraphsCode2
PhoneLM:an Efficient and Capable Small Language Model Family through Principled Pre-trainingCode2
Small-E: Small Language Model with Linear Attention for Efficient Speech SynthesisCode2
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data AnnotationCode1
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM CollaborationCode1
Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future DirectionsCode1
Small Language Model Makes an Effective Long Text ExtractorCode1
Atla Selene Mini: A General Purpose Evaluation ModelCode1
AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language ModelCode1
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for NetworkCode1
Bilinear MLPs enable weight-based mechanistic interpretabilityCode1
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language ModelCode1
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination DetectionCode1
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP StandardsCode1
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship EmbeddingsCode1
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal ModelsCode1
Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge AlignmentCode1
Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language ModelsCode1
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMsCode1
Siamese BERT-based Model for Web Search Relevance Ranking Evaluated on a New Czech DatasetCode1
Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training—0
Domain-Adaptive Small Language Models for Structured Tax Code Prediction—0
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models—0
Biomed-Enriched: A Biomedical Dataset Enriched with LLMs for Pretraining and Extracting Rare and Hidden Content—0
Counterfactual Influence as a Distributional Quantity—0
Distilling On-device Language Models for Robot Planning with Minimal Human Intervention—0
Lightweight Relevance Grader in RAGCode0
HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance—0
Towards a Small Language Model Lifecycle Framework—0
WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction—0
Adaptive Task Vectors for Large Language Models—0
A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction—0
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster—0
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language ModelCode0
Communication-Efficient Hybrid Language Model via Uncertainty-Aware Opportunistic and Compressed Transmission—0
TinyRS-R1: Compact Multimodal Language Model for Remote Sensing—0
MilChat: Introducing Chain of Thought Reasoning and GRPO to a Multimodal Small Language Model for Remote Sensing—0
Sadeed: Advancing Arabic Diacritization Through Small Language Model—0
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMsCode0
Simplifying Data Integration: SLM-Driven Systems for Unified Semantic Queries Across Heterogeneous Databases—0
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph—0
Distil-xLSTM: Learning Attention Mechanisms through Recurrent Structures—0
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities—0
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