small language model

Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025 Verifiable Format Control for Large Language Model Generations NAACL 2025 Aligning Large and Small Language Models via Chain-of-Thought Reasoning EACL 2024 AS-ES Learning: Towards efficient CoT learning in small models ACL 2024 BLU-SynTra: Distinguish Synergies and Trade-offs between Sustainable Development Goals Using Small Language Models COLING 2024 CSLM: A Framework for Question Answering Dataset Generation through Collaborative Small Language Models EMNLP 2024 DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024 Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models EMNLP 2024 Efficient Technical Term Translation: A Knowledge Distillation Approach for Parenthetical Terminology Translation EMNLP 2024 Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting ICLR 2024 Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy EMNLP 2024 GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution EACL 2024 Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024 Implanting LLM’s Knowledge via Reading Comprehension Tree for Toxicity Detection ACL 2024 JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models NAACL 2024 Key-Element-Informed sLLM Tuning for Document Summarization Interspeech 2024 Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024 KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction NAACL 2024 LC4EE: LLMs as Good Corrector for Event Extraction ACL 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 Mind’s Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models NAACL 2024 Mixed Distillation Helps Smaller Language Models Reason Better EMNLP 2024 Multimodal Machine Translation for Low-Resource Indic Languages: A Chain-of-Thought Approach Using Large Language Models EMNLP 2024 OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking NAACL 2024 PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning ICLR 2024