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Small Language Model

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Showing 26–50 of 109 papers

TitleStatusHype
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language ModelCode1
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship EmbeddingsCode1
Is Training Data Quality or Quantity More Impactful to Small Language Model Performance?Code0
Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMsCode0
XAMPLER: Learning to Retrieve Cross-Lingual In-Context ExamplesCode0
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMsCode0
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language ModelCode0
VersusDebias: Universal Zero-Shot Debiasing for Text-to-Image Models via SLM-Based Prompt Engineering and Generative AdversaryCode0
The Birth of Bias: A case study on the evolution of gender bias in an English language modelCode0
Improving In-Context Learning with Small Language Model EnsemblesCode0
SOUL: Towards Sentiment and Opinion Understanding of LanguageCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM InteractionsCode0
Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change DomainCode0
Lightweight Relevance Grader in RAGCode0
Efficient Medical Question Answering with Knowledge-Augmented Question GenerationCode0
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
PerfRL: A Small Language Model Framework for Efficient Code Optimization—0
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