Model: diegofiggie/empathy_task
Author: diegofiggie
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, bert, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: library_name: setfit
tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
metrics: accuracy
widget: Dear Jonathan, I am writing to find out how things are going on the Beta project. I understand that you are enjoying the role and finding new applications.I have had some feedback from Terry confirming that you are doing well but there are some improvement points that I would like to discuss with you. It has been noted that your contributions are providing real value and they enjoy working with you, however, some of this value is spoiled by a conversational tone and being a bit verbose. In business correspondence it is essential that the facts are clear, concise and distinguishable from opinion, otherwise the message may be lost (regardless of how good it is).There are a number of significant reports required in the coming weeks. Please could you ensure that you confirm with Terry the exact detail and format required for specific reports and communication. He should be able to provide templates and guidance to ensure that his requirements are met. I would also recommend that you undertake a report-writing course, which should help you to ensure that you convey your great ideas in the best possible way.I am keen to support you to ensure the success of the project and your professional development. When I return in 2 weeks I would like to have a conference call with you and Terry to better understand how we can help you going forward.  Please could you respond to confirm that you have received this email. Regards, William, Hi Jonathan, Thank you for your message. I am glad about your excitment on this assignment that is important to us, and I hear your will to develop into an engenier team leader role which I think is a topic that can be discuss.In order to take you to that role, it is important to work on of your development area that concern the way you report your analysis.You have a great talent to collect data and get new creative ideas, and it is crucial to make you able to be more experienced in business writing to make sure that you adress your conclusions in a sharp and concise way, avoiding too much commentary.I propose you to write down your current reports keeping those 2 objectives in mind: avoid too much commentary and focus on the main data that support your conclusions.I suggest you get inspired from other reports done internally, that will help you understand better the formalism the report should have.Then, let is discuss together the outcome of your report, and I would specially would like to know more about the many application you identify for Beta Technology that may bring new business opportunity. Just a tip, quantify your comments, always.See you soon, and we will have the opportunity to take the time to discuss your development plan based on your capacity to be more straight to the point in your reports.I am sure you will make a difference. Good luck, William, Hey Jonathan! I've been in touch with Terry, I'm so glad to hear how much you are enjoying the Beta Project, I even hear you are hoping that this experience will further your ambitions toward a Lead Engineer position! However, I understand there has been some issues with your reports that Terry has brought up with you, and I wanted to take a few minutes to discuss them.1) Opinion vs. FactsYour reports contain a lot of insights about what the data means, and at times finding the specific hard facts can be difficult.2) Level of DetailYou include every bit of data that you can into your reports, which can make it difficult to take away the larger picture.I want to encourage you to take these things away for the following reasons:1) your reports are reviewed by everyone in upper management, including the CEO! The opinions you have are great, but when evaluating documents the CEO just needs to highest level, most important items. The nitty-gritty would fall to another department2) as you have a desire to move up and be a Lead Engineer, these kinds of reports will be more and more common. Keeping your thoughts organized and well documented is going to become a very important skill to have.For your next report I would like you to prepare a cover sheet that goes with the report. This cover sheet should be a single page highlighting only the key facts of the report. Your own opinions and analysis can be included, but let those who are interested read it on their own time, the high level facts are key for the meeting they will be presented in. I would also encourage you to make sure the rest of the report has clearly defined headings and topics, so it is easy to find information related to each item. I, Good Afternoon Jonathan, I hope you are well and the travelling is not too exhausting. I wanted to touch base with you to see how you are enjoying working with the Beta project team? I have been advised that you are a great contributor and are identifying some great improvements, so well done. I understand you are completing a lot of reports and imagine this is quite time consuming which added to your traveling must be quite overwhelming. I have reviewed some of your reports and whilst they provide all the technical information that is required, they are quite lengthy and i think it would be beneficial for you to have some training on report structures. This would mean you could spend less time on the reports by providing only the main facts needed and perhaps take on more responsibility.  When the reports are reviewed by higher management they need to be able to clearly and quickly identify any issues. Attending some training would also be great to add to your career profile for the future. In the meantime perhaps you could review your reports before submitting to ensure they are clear and consise with only the technical information needed,Let me know your thoughts. Many thanks again and well done for all your hard work. Kind regards William, Jonathan, First I want to thank you for your help with the Beta project.  However,  it has been brought to my attention that perhaps ABC-5 didn't do enough to prepare you for the extra work and I would like to discuss some issues. The nature of these reports requires them to be technical in nature.  Your insights are very valuable and much appreciated but as the old line goes "please give me just the facts".  Given the critical nature of the information you are providing I can't stress the importance of concise yet detail factual reports.  I would like to review your reports as a training exercise to help you better meet the team requirements.  Given that there are some major reports coming up in the immediate future, I would like you to review some training options and then present a report for review.  Again your insights are appreciated but we need to make sure we are presenting the end-use with only the information they need to make a sound business decision. I also understand you would like to grow into a leadership position so I would like to discuss how successfully implementing these changes would be beneficial in demonstrating an ability to grow and take on new challenges. 
pipeline_tag: text-classification
inference: yes
base_model: sentence-transformers/all-MiniLM-L6-v2
model-index: name: SetFit with sentence-transformers/all-MiniLM-L6-v2
results: task: type: text-classification
name: Text Classification
dataset: name: Unknown
type: unknown
split: test
metrics: type: accuracy
value: 0.6153846153846154
name: Accuracy
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-02-27 21:45:24