Month: September 2024

Code Smell 269 – Low-Level Addition

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Don’t care how you do things. Care about what you do TL;DR: Ditch the Loops: Write Cleaner Code with Declarative Style Problems Verbose logic Repeated patterns Readability Maintainability Solutions Remove loops Simplify logic Write declarative and high-level code Context When summing a collection, you might manually loop through the elements and add each one to … Read more

Textbooks Are All You Need: Additional Examples for Section 3

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:::info Authors: (1) Suriya Gunasekar, Microsoft Research; (2) Yi Zhang, Microsoft Research; (3) Jyoti Aneja, Microsoft Research; (4) Caio C´esar Teodoro Mendes, Microsoft Research; (5) Allie Del Giorno, Microsoft Research; (6) Sivakanth Gopi, Microsoft Research; (7) Mojan Javaheripi, Microsoft Research; (8) Piero Kauffmann, Microsoft Research; (9) Gustavo de Rosa, Microsoft Research; (10) Olli Saarikivi, Microsoft … Read more

Textbooks Are All You Need: Conclusion and References

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:::info Authors: (1) Suriya Gunasekar, Microsoft Research; (2) Yi Zhang, Microsoft Research; (3) Jyoti Aneja, Microsoft Research; (4) Caio C´esar Teodoro Mendes, Microsoft Research; (5) Allie Del Giorno, Microsoft Research; (6) Sivakanth Gopi, Microsoft Research; (7) Mojan Javaheripi, Microsoft Research; (8) Piero Kauffmann, Microsoft Research; (9) Gustavo de Rosa, Microsoft Research; (10) Olli Saarikivi, Microsoft … Read more

Textbooks are All You Need: N-gram Overlap and Embedding and Syntax-based Similarity Analysis

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:::info Authors: (1) Suriya Gunasekar, Microsoft Research; (2) Yi Zhang, Microsoft Research; (3) Jyoti Aneja, Microsoft Research; (4) Caio C´esar Teodoro Mendes, Microsoft Research; (5) Allie Del Giorno, Microsoft Research; (6) Sivakanth Gopi, Microsoft Research; (7) Mojan Javaheripi, Microsoft Research; (8) Piero Kauffmann, Microsoft Research; (9) Gustavo de Rosa, Microsoft Research; (10) Olli Saarikivi, Microsoft … Read more

GM and EVgo plan more ‘flagship’ EV charging locations that look like gas stations

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Those aren’t gas pumps! | Image: GM / EVgo GM and EVgo are collaborating to build “flagship” EV charging stations at urban sites with a total of 400 EV charging stalls. The flagship stations are cobranded by GM Energy, the automaker’s battery and charging division, and EVgo. The stations will be located in Arizona, California, … Read more

Textbooks are All You Need: Data Pruning for Unbiased Performance Evaluation

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:::info Authors: (1) Suriya Gunasekar, Microsoft Research; (2) Yi Zhang, Microsoft Research; (3) Jyoti Aneja, Microsoft Research; (4) Caio C´esar Teodoro Mendes, Microsoft Research; (5) Allie Del Giorno, Microsoft Research; (6) Sivakanth Gopi, Microsoft Research; (7) Mojan Javaheripi, Microsoft Research; (8) Piero Kauffmann, Microsoft Research; (9) Gustavo de Rosa, Microsoft Research; (10) Olli Saarikivi, Microsoft … Read more

Textbooks are All You Need: Evaluation on Unconventional Problems With LLM Grading

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:::info Authors: (1) Suriya Gunasekar, Microsoft Research; (2) Yi Zhang, Microsoft Research; (3) Jyoti Aneja, Microsoft Research; (4) Caio C´esar Teodoro Mendes, Microsoft Research; (5) Allie Del Giorno, Microsoft Research; (6) Sivakanth Gopi, Microsoft Research; (7) Mojan Javaheripi, Microsoft Research; (8) Piero Kauffmann, Microsoft Research; (9) Gustavo de Rosa, Microsoft Research; (10) Olli Saarikivi, Microsoft … Read more

Textbooks are All You Need: Spikes of Model Capability After Finetuning on CodeExercises

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:::info Authors: (1) Suriya Gunasekar, Microsoft Research; (2) Yi Zhang, Microsoft Research; (3) Jyoti Aneja, Microsoft Research; (4) Caio C´esar Teodoro Mendes, Microsoft Research; (5) Allie Del Giorno, Microsoft Research; (6) Sivakanth Gopi, Microsoft Research; (7) Mojan Javaheripi, Microsoft Research; (8) Piero Kauffmann, Microsoft Research; (9) Gustavo de Rosa, Microsoft Research; (10) Olli Saarikivi, Microsoft … Read more