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Small Language Model

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Showing 51–100 of 109 papers

TitleStatusHype
ReaderLM-v2: Small Language Model for HTML to Markdown and JSON—0
Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation—0
Towards Achieving Concept Completeness for Textual Concept Bottleneck Models—0
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning—0
Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training—0
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model—0
From Superficial Patterns to Semantic Understanding: Fine-Tuning Language Models on Contrast Sets—0
Technical Report: Small Language Model for Japanese Clinical and Medicine—0
Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models—0
Small Language Model as Data Prospector for Large Language Model—0
JPPO: Joint Power and Prompt Optimization for Accelerated Large Language Model Services—0
Is Training Data Quality or Quantity More Impactful to Small Language Model Performance?Code0
RadPhi-3: Small Language Models for Radiology—0
Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM InteractionsCode0
SlimLM: An Efficient Small Language Model for On-Device Document Assistance—0
SecEncoder: Logs are All You Need in Security—0
Towards Multi-Modal Mastery: A 4.5B Parameter Truly Multi-Modal Small Language Model—0
Wave Network: An Ultra-Small Language Model—0
Improving In-Context Learning with Small Language Model EnsemblesCode0
Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors—0
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs—0
Methods of improving LLM training stability—0
SHAKTI: A 2.5 Billion Parameter Small Language Model Optimized for Edge AI and Low-Resource Environments—0
Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning—0
Generating long-horizon stock "buy" signals with a neural language model—0
Personal Intelligence System UniLM: Hybrid On-Device Small Language Model and Server-Based Large Language Model for Malay Nusantara—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
Small Language Models are Equation Reasoners—0
Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMsCode0
InkubaLM: A small language model for low-resource African languages—0
Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change DomainCode0
VersusDebias: Universal Zero-Shot Debiasing for Text-to-Image Models via SLM-Based Prompt Engineering and Generative AdversaryCode0
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism—0
Graph-Structured Speculative Decoding—0
RDBE: Reasoning Distillation-Based Evaluation Enhances Automatic Essay Scoring—0
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models—0
HARE: HumAn pRiors, a key to small language model Efficiency—0
Efficient Medical Question Answering with Knowledge-Augmented Question GenerationCode0
XAMPLER: Learning to Retrieve Cross-Lingual In-Context ExamplesCode0
Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation—0
Towards Pareto Optimal Throughput in Small Language Model Serving—0
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding—0
Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement—0
Purifying Large Language Models by Ensembling a Small Language Model—0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Small Language Model Meets with Reinforced Vision Vocabulary—0
Small Language Model Can Self-correct—0
PerfRL: A Small Language Model Framework for Efficient Code Optimization—0
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