SOTAVerified

Small Language Model

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 109 papers

TitleStatusHype
TinyLlama: An Open-Source Small Language ModelCode11
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
Embodied CoT Distillation From LLM To Off-the-shelf AgentsCode3
PhoneLM:an Efficient and Capable Small Language Model Family through Principled Pre-trainingCode2
Mobile-VideoGPT: Fast and Accurate Video Understanding Language ModelCode2
CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View GraphsCode2
Small-E: Small Language Model with Linear Attention for Efficient Speech SynthesisCode2
Zero-Shot Vision Encoder Grafting via LLM SurrogatesCode2
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data AnnotationCode1
Bilinear MLPs enable weight-based mechanistic interpretabilityCode1
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMsCode1
Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future DirectionsCode1
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP StandardsCode1
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for NetworkCode1
Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge AlignmentCode1
Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language ModelsCode1
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM CollaborationCode1
AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language ModelCode1
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal ModelsCode1
Small Language Model Makes an Effective Long Text ExtractorCode1
Siamese BERT-based Model for Web Search Relevance Ranking Evaluated on a New Czech DatasetCode1
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language ModelCode1
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination DetectionCode1
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship EmbeddingsCode1
Atla Selene Mini: A General Purpose Evaluation ModelCode1
Domain-Adaptive Small Language Models for Structured Tax Code Prediction—0
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph—0
Distil-xLSTM: Learning Attention Mechanisms through Recurrent Structures—0
Distilling On-device Language Models for Robot Planning with Minimal Human Intervention—0
Biomed-Enriched: A Biomedical Dataset Enriched with LLMs for Pretraining and Extracting Rare and Hidden Content—0
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs—0
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models—0
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages—0
Cross-Domain Content Generation with Domain-Specific Small Language Models—0
Domain Adaptation for Code Model-based Unit Test Case Generation—0
A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction—0
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models—0
Counterfactual Influence as a Distributional Quantity—0
InkubaLM: A small language model for low-resource African languages—0
Communication-Efficient Hybrid Language Model via Uncertainty-Aware Opportunistic and Compressed Transmission—0
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities—0
HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance—0
Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors—0
JPPO: Joint Power and Prompt Optimization for Accelerated Large Language Model Services—0
HARE: HumAn pRiors, a key to small language model Efficiency—0
Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training—0
PerfRL: A Small Language Model Framework for Efficient Code Optimization—0
Methods of improving LLM training stability—0
Show:102550
← PrevPage 1 of 3Next →

No leaderboard results yet.