conftrace_

instruction fine-tuning

120 papers

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Also known as

IFT

Co-occurring keywords · papers mentioning both

large language model (62) instruction tuning (15) language model (11) in-context learning (9) few-shot learning (7) low-resource language (6) multimodal learning (6) question answering (6) transfer learning (6) zero-shot learning (6)

Papers

Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024 Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024 LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions EACL 2024 Language is All a Graph Needs EACL 2024 Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024 Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024 LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP COLING 2024 LongAlign: A Recipe for Long Context Alignment of Large Language Models EMNLP 2024 Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning ICML 2024 Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024 MBIAS: Mitigating Bias in Large Language Models While Retaining Context ACL 2024 Multi-dimensional Evaluation of Empathetic Dialogue Responses EMNLP 2024 On Instruction-Finetuning Neural Machine Translation Models EMNLP 2024 Phased Instruction Fine-Tuning for Large Language Models ACL 2024 Physics of Language Models: Part 3.1, Knowledge Storage and Extraction ICML 2024 RiddleMasters at SemEval-2024 Task 9: Comparing Instruction Fine-tuning with Zero-Shot Approaches SemEval 2024 SambaLingo: Teaching Large Language Models New Languages EMNLP 2024 Scaling Instruction-Finetuned Language Models JMLR 2024 SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions EMNLP 2024 SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning NeurIPS 2024 Team YXZ at BioLaySumm: Adapting Large Language Models for Biomedical Lay Summarization ACL 2024 Towards Automatic Finnish Text Simplification COLING 2024 UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction NeurIPS 2024 Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets EMNLP 2024 WizardCoder: Empowering Code Large Language Models with Evol-Instruct ICLR 2024