small language model

BLiSS: Evaluating Bilingual Learner Competence in Second Language Small Language Models EMNLP 2025 C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ACL 2025 CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025 Can Large Models Teach Student Models to Solve Mathematical Problems Like Human Beings? A Reasoning Distillation Method via Multi-LoRA Interaction IJCAI 2025 Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models ACL 2025 CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025 Chain-of-MetaWriting: Linguistic and Textual Analysis of How Small Language Models Write Young Students Texts COLING 2025 CLASS-IT: Conversational and Lecture-Aligned Small-Scale Instruction Tuning for BabyLMs EMNLP 2025 Cognitive Bias and Reassignment: Who Can Contribute High Quality LLM Data AAAI 2025 Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection AAAI 2025 CoTD-PO: Chain-of-Thought Distillation with Preference Optimization EMNLP 2025 CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025 Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA SemEval 2025 Demystifying Small Language Models for Edge Deployment ACL 2025 DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025 Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback ACL 2025 DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications EMNLP 2025 Distilling Structured Rationale from Large Language Models to Small Language Models for Abstractive Summarization AAAI 2025 Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025 DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ACL 2025 Efficient Vocabulary Reduction for Small Language Models COLING 2025 Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025 Enhancing Software Requirements Engineering with Language Models and Prompting Techniques: Insights from the Current Research and Future Directions ACL 2025 Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning COLING 2025 Entity Tracking in Small Language Models: An Attention-Based Study of Parameter-Efficient Fine-Tuning EMNLP 2025