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Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks 2 Weeks Ago by usmanmalik57 …between them. ```python # Function to calculate ROUGE scores def calculate_rouge(reference, candidate): scorer = rouge_scorer.RougeScorer(['rouge1', 'rouge2', 'rougeL'], use_stemmer…=True) scores = scorer.score(reference, candidate) return {key: value.fmeasure for key, value in scores… Re: How to open an Excel Document in VB.NET 3 Weeks Ago by Pelorus_1 A Microsoft Excel document can be opened in VB.NET using the Microsoft.Office.Interop.Excel library. Using Workbooks.Open(), open the workbook, and then display the Excel window. Reference the Excel COM object in your project. Re: Differential Directory, indexing method 2 Weeks Ago by xrjf I've just made an update because some records weren't being added properly. The issue was that the form didn't take into account that the register field (in the call to DiDi) is passed by reference. Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by usmanmalik57 …single summary. ```python # Function to calculate ROUGE scores def calculate_rouge(reference, candidate): scorer = rouge_scorer.RougeScorer(['rouge1', 'rouge2', 'rougeL'], use_stemmer…=True) scores = scorer.score(reference, candidate) return {key: value.fmeasure for key, value in scores… DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization 2 Months Ago by usmanmalik57 …translation problems. ```python # Function to calculate ROUGE scores def calculate_rouge(reference, candidate): scorer = rouge_scorer.RougeScorer(['rouge1', 'rouge2', 'rougeL'], …use_stemmer=True) scores = scorer.score(reference, candidate) return {key: value.fmeasure for key, value in scores… Re: Show computer name on a label 1 Month Ago by toneewa …</ItemDefinitionGroup> <ItemGroup> <Reference Include="System" /> <Reference Include="System.Windows.Forms" />…; <Reference Include="System.Drawing" /> … Re: Need currency pound symbol before amount calculation 1 Month Ago by gediminas.bukauskas.7 JS has a function for the formatting currencies. Read the 'https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Intl/NumberFormat/NumberFormat' article. You will find code samples there. Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by rproffitt "Wiz Research Uncovers Exposed DeepSeek Database Leaking Sensitive Information" "Security researchers tested 50 well-known jailbreaks against DeepSeek’s popular new AI chatbot. It didn’t stop a single one." It only seems to get worse the more you look at DeepSeek. And I must note how it is known to not want to talk about … Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by policenbicleara Llama-70B struggles with sentiment analysis (69% accuracy) vs. Qwen-32B (87%). Summarization performance is weaker, with lower ROUGE scores. Qwen-32B is the better choice—smaller, faster, and more accurate. Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by Pelorus_1 Great breakdown of DeepSeek R1 Distill LLaMA 70B! The explanation of text classification and summarization is clear and insightful. Appreciate the practical examples—makes implementation much easier. Thanks for sharing! Reference 14 Years Ago by RAVI KOTHARI sir,can you pleaz tell me why reference over reference is not allowed? Reference types 16 Years Ago by eblackmo …left of the equals operator. So does the reference variable have the same behaviour as a pointer …in c? If I pass the variable by reference into a method does it pass a pointer …to the reference variable on the stack which in turn points… does it create a local version of the reference or does it create a local version of… Reference not getting added while adding Service reference in windows appli 11 Years Ago by bhagawat …, I have added build webserviece successfully and adding service reference to 3 projects in same solution. For 2 projects …s added but for main project the service reference is added but reference.vb is not added as well as … unchecking the Resuse types in all referenced assemblies the reference is added but it throws conversion error string to … Reference COM Libraries 16 Years Ago by bondo Does anyone know how to reference a COM library from the command-line? Specifically, I need to reference CDOSYS.dll. Whenever I …try to include the reference when I compile I get a…: I have to do this in command-line. Adding the reference with an IDE isn't an option. I know how… Re: Reference not getting added while adding Service reference in windows appli 11 Years Ago by Begginnerdev > Resuse types in all referenced assemblies the reference is added but it throws conversion error string to Guid, … problems with. If it throws this error while adding the reference, then screep capture the error and post it here. Pretty… Reference parameters 15 Years Ago by ale_jrb ….b ( example ); return 0; } [/code] As I understand it, the reference operator (&) represents the memory location of the value of… that class, and the other puts the reference operator in it. Both then output the reference part. In 'b', what am I… reference-type variable in classes 11 Years Ago by Violet_82 … invariably used variables of primitive type and sometimes reference-type, the latter usually declared in the java…few variables of primitive type and also a few reference-type variables, like so: public class ATM{… private Screen screen; private Keypad keypad; } These reference-type declaration confuse me a bit. I know the … reference repeater control c# 9 Years Ago by PinoyDev … code below: private void Load_Childrean_byTypeID(int TypeID, **repeatername reference here**) { SqlDataAdapter mycommand = new SqlDataAdapter("Select …DataBind(); mycommand.Dispose(); ds.Dispose(); } A repeater reference should be put next on the TypeID specified in… Re: Reference COM Libraries 16 Years Ago by gusano79 … this library for you when you add a COM project reference. Since you're using the command line, you'll have… Reference to a non-shared member requires an object reference 14 Years Ago by duke_swh … error in this line: Page.ClientScript. The message is: "Reference to a non-shared member requires an object… reference problems 20 Years Ago by jasweb2002 … queue has a function called 'front' that should return a reference to the front element of the queue. Needs to be… a reference so the element can be altered. Bloc is a defined… Reference in asp.net 17 Years Ago by daniweb@14 Hi frds, I have a page which contains the reference of another page .. <%@ Reference Page="../example.aspx" %> A listbox… Reference to Form1 in Form5 16 Years Ago by Jennifer84 …] Inside Form1: [code] #include "Form5.h" //Declaring a reference to Form5: private: Form5 ^myForm5; //Pressing this Button will activate…] #include "Form1.h" //This gives compileErrors ? //Declaring a reference to Form1: private: Form1 ^myForm1; //Pressing this Button will activate… reference on google 13 Years Ago by webrex My client ask me this but i dnt know what is "reference on google".. guys pls telll me what is it? Also tell me that what answer should i sent to client regarding this question... "Do you do the reference on google .....if yes how much is it" Reference to the current open worksheet 12 Years Ago by AnkitGuru … opening new workbook. What I want is to create a reference to the active worksheet. For example by adding what we… some clue as how to start, Again I want to reference to currently active sheet Reference for AGE of items in Delphi 10 Years Ago by Duoas Hey all. I'm always frustrated that I cannot seem to find a reference that shows when a feature was *introduced* in Delphi. For example, to use ErrOutput, I have to manually create that value in D5. But what about D6? or D7? Does such a reference exist? Reference multiple classes in an external stylesheet 9 Years Ago by gtel i love to reference multiple classes for a button in an external stylesheet in order to save time and to make it clear. i have <button class= class1 class2 class3 class4 class5></button> how can i reference class1 class2 class3 class4 in a separate stylesheet? Re: reference problems 20 Years Ago by Chainsaw In the proc try bloc& queue::front() // returns a REFERENCE { return queuearray[first]; // return the value, not the pointer to it } Re: Reference EXE 15 Years Ago by DdoubleD Here are a couple of other things to check/try: - if the EXE you are referencing is also in your solution, make sure it built without errors. - if it built OK, try deleting the reference to it in the module that won't build, then add the reference again. I've seen this problem before. Re: reference on google 12 Years Ago by LastMitch >My client ask me this but i dnt know what is "reference on google".. guys pls telll me what is it? I google it and I don't seen to find what you are referring. I think you might be thinking of this: http://productforums.google.com/forum/#!topic/tag-manager/eNVnOqbbcS0