small language model

Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems EMNLP 2025 SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025 Self-Correcting Code Generation Using Small Language Models EMNLP 2025 SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL ACL 2025 SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models COLING 2025 Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster EMNLP 2025 SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 2025 SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025 SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts EMNLP 2025 SLM-Mod: Small Language Models Surpass LLMs at Content Moderation NAACL 2025 SLMRec: Distilling Large Language Models into Small for Sequential Recommendation ICLR 2025 SLM-SQL: An Exploration of Small Language Models for Text-to-SQL IJCNLP 2025 Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs COLING 2025 Small Language Models in the Real World: Insights from Industrial Text Classification ACL 2025 Small Models Struggle to Learn from Strong Reasoners ACL 2025 STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025 Story Generation with Large Language Models for African Languages ACL 2025 Sub-1B Language Models for Low-Resource Languages: Training Strategies and Insights for Basque EMNLP 2025 Tewodros at SemEval-2025 Task 11: Multilingual Emotion Intensity Detection using Small Language Models SemEval 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering ACL 2025 ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025 Through the Valley: Path to Effective Long CoT Training for Small Language Models EMNLP 2025 Token Level Routing Inference System for Edge Devices ACL 2025 UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation ICLR 2025