instruction tuning

A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models CoNLL 2024 Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations ICLR 2024 At Which Training Stage Does Code Data Help LLMs Reasoning? ICLR 2024 Auto-Evolve: Enhancing Large Language Model’s Performance via Self-Reasoning Framework EMNLP 2024 Automatic Instruction Evolving for Large Language Models EMNLP 2024 Automatic Pair Construction for Contrastive Post-training NAACL 2024 Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification COLING 2024 Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection NAACL 2024 BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models EMNLP 2024 Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024 BiMediX: Bilingual Medical Mixture of Experts LLM EMNLP 2024 Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk ACL 2024 Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024 Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024 Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking EMNLP 2024 Brotherhood at WMT 2024: Leveraging LLM-Generated Contextual Conversations for Cross-Lingual Image Captioning EMNLP 2024 CALVIN: Improved Contextual Video Captioning via Instruction Tuning NeurIPS 2024 Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024 Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory ICLR 2024 Can probing classifiers reveal the learning by contact center large language models?: No, it doesn’t! NAACL 2024 CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024 Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages ACL 2024 ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning ACL 2024 ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024 ChatQA: Surpassing GPT-4 on Conversational QA and RAG NeurIPS 2024