persagen, 10 months ago to random Emergent properties of Large Language Models (LLM) The Unpredictable Abilities Emerging From Large AI Models Large language models like ChatGPT are big enough that they're displing startling, unpredictable behaviors https://www.quantamagazine.org/the-unpredictable-abilities-emerging-from-large-ai-models-20230316 Discussion: https://news.ycombinator.com/item?id=35195106 Researchers at Google Brain showed how a model prompted to explain itself (a capacity called chain-of-thought reasoning) could correctly solve a math word problem, while the same model without that prompt could not. ...
Emergent properties of Large Language Models (LLM)
The Unpredictable Abilities Emerging From Large AI Models Large language models like ChatGPT are big enough that they're displing startling, unpredictable behaviors https://www.quantamagazine.org/the-unpredictable-abilities-emerging-from-large-ai-models-20230316 Discussion: https://news.ycombinator.com/item?id=35195106
Researchers at Google Brain showed how a model prompted to explain itself (a capacity called chain-of-thought reasoning) could correctly solve a math word problem, while the same model without that prompt could not. ...
persagen, 9 months ago Addendum 2 Comments: article placed here due to use of prompt engineering + chain of thought (mentioned above) application to long documents (here, applied to legal domain, but broadly applicable) novelty Large Language Model Prompt Chaining for Long Legal Document Classification https://arxiv.org/abs/2308.04138 #LLM #LargeLanguageModels #ChatGPT #PromptEngineering #ChainOfThought #reasoning #classification #NLP #NaturalLanguageProcessing #semantics #PromptChaining #TopicModeling #SCOTUS
Addendum 2
Comments: article placed here due to
Large Language Model Prompt Chaining for Long Legal Document Classification https://arxiv.org/abs/2308.04138
#LLM #LargeLanguageModels #ChatGPT #PromptEngineering #ChainOfThought #reasoning #classification #NLP #NaturalLanguageProcessing #semantics #PromptChaining #TopicModeling #SCOTUS
persagen, 8 months ago Addendum 10 When Do Program-of-Thoughts Work for Reasoning? https://arxiv.org/abs/2308.15452 https://github.com/zjunlp/EasyInstruct reasoning capabilities of large language models pivotal in embodied AI program-of-thought prompting for LLM uses programming language to tackle complex reasoning e.g. mathematical reasoning; code data filtering specific impact of code data on improvement of reasoning capabilities underexplored #LLM #LargeLanguageModels #ChainOfThought #ProgramOfThought #reasoning #EasyInstruct
Addendum 10
When Do Program-of-Thoughts Work for Reasoning? https://arxiv.org/abs/2308.15452 https://github.com/zjunlp/EasyInstruct
#LLM #LargeLanguageModels #ChainOfThought #ProgramOfThought #reasoning #EasyInstruct
davidak, 1 year ago to ai #GPT4 is Smarter than You Think: Introducing #SmartGPT https://www.youtube.com/watch?v=wVzuvf9D9BU #AI #GPT #OpenAI #ChainOfThought #MMLU
#GPT4 is Smarter than You Think: Introducing #SmartGPT
https://www.youtube.com/watch?v=wVzuvf9D9BU
#AI #GPT #OpenAI #ChainOfThought #MMLU