AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment
Fuente:
arXiv
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866910304222314496 |
|---|---|
| author | Peng, Sida Swiatek, Wojciech Gao, Allen Cullivan, Paul Chang, Haoge |
| author_facet | Peng, Sida Swiatek, Wojciech Gao, Allen Cullivan, Paul Chang, Haoge |
| contents | In recent years, generative AI has undergone major advancements, demonstrating significant promise in augmenting human productivity. Notably, large language models (LLM), with ChatGPT-4 as an example, have drawn considerable attention. Numerous articles have examined the impact of LLM-based tools on human productivity in lab settings and designed tasks or in observational studies. Despite recent advances, field experiments applying LLM-based tools in realistic settings are limited. This paper presents the findings of a field randomized controlled trial assessing the effectiveness of LLM-based tools in providing unmonitored support services for information retrieval. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_10956 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment Peng, Sida Swiatek, Wojciech Gao, Allen Cullivan, Paul Chang, Haoge Human-Computer Interaction Artificial Intelligence Information Retrieval In recent years, generative AI has undergone major advancements, demonstrating significant promise in augmenting human productivity. Notably, large language models (LLM), with ChatGPT-4 as an example, have drawn considerable attention. Numerous articles have examined the impact of LLM-based tools on human productivity in lab settings and designed tasks or in observational studies. Despite recent advances, field experiments applying LLM-based tools in realistic settings are limited. This paper presents the findings of a field randomized controlled trial assessing the effectiveness of LLM-based tools in providing unmonitored support services for information retrieval. |
| title | AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment |
| topic | Human-Computer Interaction Artificial Intelligence Information Retrieval |
| url | https://arxiv.org/abs/2401.10956 |