small language model

Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning EACL 2026 Are Small Language Models the Silver Bullet to Low-Resource Languages Machine Translation? EACL 2026 Beyond Bias Scores: Unmasking Vacuous Neutrality in Small Language Models EACL 2026 Beyond One-Step Distillation: Bridging the Capacity Gap in Small Language Models via Multi-Step Knowledge Transfer EACL 2026 Building Domain-Specific Small Language Models via Guided Data Generation AAAI 2026 CAPID: Context-Aware PII Detection for Question-Answering Systems EACL 2026 cclin at SemEval-2026 Task 2 : SLM-Enhanced Lightweight Multi-BERT Ensemble for Longitudinal Affect Assessment SemEval 2026 Confidence-Calibrated Small-Large Language Model Collaboration for Cost-Efficient Reasoning EACL 2026 ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization EACL 2026 Counterspeech Generation using Small Language Models ACL 2026 Don’t Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models ACL 2026 EASE: Practical and Efficient Safety Alignment for Small Language Models AAAI 2026 FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion ACL 2026 From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language ACL 2026 Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models ACL 2026 JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026 LatentGate: Low-Latency Semantic Routing via Frozen-Backbone Probing of Small Language Models ACL 2026 LegalDrill: Diagnosis-Driven Synthesis for Legal Reasoning in Small Language Models ACL 2026 Lightweight LLM Agent Memory with Small Language Models ACL 2026 Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer EACL 2026 MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 2026 MiniRAG: A Lightweight RAG system with Small Language Models ACL 2026 Multilingual and Cross-Lingual Citation Needed Detection on Wikipedia for Lower-Resource Languages ACL 2026 NASIMLab at SemEval-2026 Task 9: A Comparative Analysis of Fine-Tuned Small Language Models vs. Generative Large Language Models for Multilingual Polarization Type Detection SemEval 2026 NYCU-NLP at SemEval-2026 Task 9: Stacking Small Language Models for Multilingual, Multicultural and Multievent Polarization Detection SemEval 2026