LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions [PDF]
Conference of the European Chapter of the Association for Computational Linguistics, 2023 Large language models (LLMs) with instruction fine-tuning demonstrate superior generative capabilities. However, these models are resource-intensive. To alleviate this issue, we explore distilling knowledge from instruction-tuned LLMs into much smaller ...
Minghao Wu +4 more
semanticscholar +1 more source
Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model [PDF]
arXiv.org, 2023 Foundation models have made significant strides in various applications, including text-to-image generation, panoptic segmentation, and natural language processing.
Siyuan Huang +5 more
semanticscholar +1 more source
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models [PDF]
North American Chapter of the Association for Computational Linguistics, 2023 We investigate security concerns of the emergent instruction tuning paradigm, that models are trained on crowdsourced datasets with task instructions to achieve superior performance.
Jiashu Xu +4 more
semanticscholar +1 more source
Controlled Text Generation with Natural Language Instructions [PDF]
International Conference on Machine Learning, 2023 Large language models generate fluent texts and can follow natural language instructions to solve a wide range of tasks without task-specific training.
Wangchunshu Zhou +4 more
semanticscholar +1 more source
Create and pilot a data collection tool to answer a research question and outline, giving examples, the usefulness of a range of analyses that could be conducted [PDF]
Assiut Journal of Sport Science and Arts, 2020 The purpose of the current study was to identify Create and pilot a data collection tool to answer a research question and outline, giving examples, the usefulness of a range of analyses that could be conducted., in addition to determine the differences ...
Yousra AL-Sinani
doaj +1 more source
The Effectiveness of Coaches’ Manuals for Teaching Professionalism in Problem Based Learning [PDF]
Liaquat National Journal of Primary Care, 2021 The coaching is essential for elementary teaching and is even more compelling when applied to a field as complex as medicine. In any structured training program, there is a need for some instructional ma-terial and references.
Rabel Khawaja, Abdul Sattar Khan
doaj +1 more source
Can Large Language Models Understand Real-World Complex Instructions? [PDF]
AAAI Conference on Artificial Intelligence, 2023 Large language models (LLMs) can understand human instructions, showing their potential for pragmatic applications beyond traditional NLP tasks. However, they still struggle with complex instructions, which can be either complex task descriptions that ...
Qi He +16 more
semanticscholar +1 more source
Bilateral gestational gigantomastia
The Pan African Medical Journal, 2021 Gestational gigantomastia is a rare disease characterized by diffuse, extreme, and incapacitating enlargement of one or both breasts during pregnancy. Although benign, it can lead to a great social, emotional, and physical disability. A good and complete
Saad Benali, Jaouad Kouach
doaj +1 more source
The challenges of implementing the Curriculum and Assessment Policy Statement in accounting
South African Journal of Education, 2021 South African schools have experienced several curriculum changes over the past few years. In this article we report on the findings regarding the challenges experienced by heads of department (HODs) with the implementation of the Curriculum and ...
Mantekana J. Letshwene +1 more
doaj +1 more source
LongForm: Effective Instruction Tuning with Reverse Instructions [PDF]
Conference on Empirical Methods in Natural Language Processing, 2023 Instruction tuning enables language models to more effectively generalize and better follow user intent. However, obtaining instruction data is costly and challenging.
Abdullatif Köksal +3 more
semanticscholar +1 more source