small language model

OmniOData: Unleashing Small Language Models for OData Query Generation with Synthetic Data and Reinforcement Learning ACL 2026 POaaS: Minimal-Edit Prompt Optimization as a Service to Lift Accuracy and Cut Hallucinations on On-Device sLLMs EACL 2026 PRISM: Privacy-Aware Routing for Adaptive Cloud–Edge LLM Inference via Semantic Sketch Collaboration AAAI 2026 Progressive Fine-Tuning for Cost-Effective Structured Attribute Generation in E-commerce ACL 2026 RAPIDS: Resume Attack Prompt Injection Detection at Scale ACL 2026 Rethinking Scale: Deployment Trade-offs of Small Language Models under Agent Paradigms ACL 2026 ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering ACL 2026 SAPO: Self-Adaptive Process Optimization Makes Small Reasoners Stronger AAAI 2026 SEF-CLGC at SemEval-2026 Task 11: Logical Notation Impact on Language Model Performance SemEval 2026 Synthesizing question answering data from financial documents: An End-to-End Multi-Agent Approach EACL 2026 Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies ACL 2026 The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations ACL 2026 AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025 A Comprehensive Overhaul of Multimodal Assistant with Small Language Models AAAI 2025 Advantage-Guided Distillation for Preference Alignment in Small Language Models ICLR 2025 A MISMATCHED Benchmark for Scientific Natural Language Inference ACL 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications EMNLP 2025 Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025 A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025 Babies Learn to Look Ahead: Multi-Token Prediction in Small LMs EMNLP 2025 Basic Reading Distillation ACL 2025 BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025 Better Together: Towards Localizing Fact-Related Hallucinations using Open Small Language Models AACL 2025 Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models ACL 2025