small language model

Probe Then Retrieve and Reason: Distilling Probing and Reasoning Capabilities into Smaller Language Models COLING 2024 Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024 Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations EMNLP 2024 Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models EMNLP 2024 SLM as Guardian: Pioneering AI Safety with Small Language Model EMNLP 2024 Small But Funny: A Feedback-Driven Approach to Humor Distillation ACL 2024 Small Language Model Can Self-Correct AAAI 2024 Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification COLING 2024 Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery ACL 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024 Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ACL 2024 Teaching Tiny Minds: Exploring Methods to Enhance Knowledge Distillation for Small Language Models CoNLL 2024 Tending Towards Stability: Convergence Challenges in Small Language Models EMNLP 2024 TinyAgent: Function Calling at the Edge EMNLP 2024 Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks NeurIPS 2023 Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP 2023 Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning EMNLP 2023 Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task AACL 2023 Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step ACL 2023 Teaching Small Language Models to Reason ACL 2023 Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023 SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022