What can and can't language models do? Lessons learned from BIGBench
Por um escritor misterioso
Last updated 27 março 2025

So what exactly can and can’t language models do? What's the least impressive thing GPT-4 won't be able to do? What will GPT-4 be incapable of?
BIGBench is kind of a way to figure this out. BigBench, aka “The Beyond the Imitation Game” Benchmark, is an attempt to explore the capabilities of large language models over a wide variety of tasks. All the tasks are enumerated here.
I looked through every BIGBench task and took the ones that compared both GPT3 and PaLM against humans.
* Spreadsheet

A Big Year For AI - Ahead of AI #4
GitHub - uncbiag/Awesome-Foundation-Models: A curated list of

Do language models possess knowledge (soundness)? - HackMD

BIG-Bench: The New Benchmark for Language Models

Specialized LLMs: ChatGPT, LaMDA, Galactica, Codex, Sparrow, and More

Generative AI AI Perspectives

📈 Chartpack: Measuring AI (3/3)

linkpost] The final AI benchmark: BIG-bench — LessWrong

2301.00234] A Survey for In-context Learning

444 Authors From 132 Institutions Release BIG-bench: A 204-Task

What can and can't language models do? Lessons learned from BIGBench

What can and can't language models do? Lessons learned from BIGBench
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