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Small Language Model

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Showing 51–100 of 109 papers

TitleStatusHype
PhoneLM:an Efficient and Capable Small Language Model Family through Principled Pre-trainingCode2
Wave Network: An Ultra-Small Language Model—0
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for NetworkCode1
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
Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning—0
SHAKTI: A 2.5 Billion Parameter Small Language Model Optimized for Edge AI and Low-Resource Environments—0
Bilinear MLPs enable weight-based mechanistic interpretabilityCode1
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
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language ModelCode1
TinyAgent: Function Calling at the EdgeCode3
Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change DomainCode0
InkubaLM: A small language model for low-resource African languages—0
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMsCode3
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination DetectionCode1
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP StandardsCode1
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
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship EmbeddingsCode1
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
Small-E: Small Language Model with Linear Attention for Efficient Speech SynthesisCode2
Efficient Medical Question Answering with Knowledge-Augmented Question GenerationCode0
XAMPLER: Learning to Retrieve Cross-Lingual In-Context ExamplesCode0
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal ModelsCode1
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
Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge AlignmentCode1
Purifying Large Language Models by Ensembling a Small Language Model—0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language ModelsCode1
Small Language Model Meets with Reinforced Vision Vocabulary—0
Small Language Model Can Self-correct—0
TinyLlama: An Open-Source Small Language ModelCode11
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language ModelCode3
PerfRL: A Small Language Model Framework for Efficient Code Optimization—0
Recommendations by Concise User Profiles from Review Text—0
SOUL: Towards Sentiment and Opinion Understanding of LanguageCode0
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