Co-Writing with Opinionated Language Models Affects Users’ Views
Informations
- Type:
- inproceedings
- Auteurs:
- Jakesch, Maurice and Bhat, Advait and Buschek, Daniel and Zalmanson, Lior and Naaman, Mor
- Pertinence:
-
Haute
- Référence:
- Doi:
- 10.1145/3544548.3581196
- Mots-clés:
- GPT-3, risks of large language models, Co-writing, opinion change
- Url:
- https://doi.org/10.1145/3544548.3581196
- Date de publication:
- 04/2023
- Résumé:
- Ajout d'un copilot pour écrire dans un éditeur de texte.
- Abstract:
- If large language models like GPT-3 preferably produce a particular point of view, they may influence people’s opinions on an unknown scale. This study investigates whether a language-model-powered writing assistant that generates some opinions more often than others impacts what users write – and what they think. In an online experiment, we asked participants (N=1,506) to write a post discussing whether social media is good for society. Treatment group participants used a language-model-powered writing assistant configured to argue that social media is good or bad for society. Participants then completed a social media attitude survey, and independent judges (N=500) evaluated the opinions expressed in their writing. Using the opinionated language model affected the opinions expressed in participants’ writing and shifted their opinions in the subsequent attitude survey. We discuss the wider implications of our results and argue that the opinions built into AI language technologies need to be monitored and engineered more carefully.
- Pdf:
- Lien pdf
Références
4 articles
| Titre | Type | Pertinence | Auteurs | Date Publication | Références | Citations | Actions |
|---|---|---|---|---|---|---|---|
| Wordcraft: Story Writing With Large Language Models | inproceedings | Haute | Yuan, Ann and Coenen, Andy and Reif, Emily and Ippolito, Daphne | 03/2022 | 3 | 6 | |
| Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence | article | Haute | Singh, Nikhil and Bernal, Guillermo and Savchenko, Daria and Glassman, Elena L. | 02/2022 | 0 | 4 | |
| AI as an Active Writer: Interaction strategies with generated text in human-AI collaborative fiction... | inproceedings | Haute | Yang, Daijin and Zhou, Yanpeng and Zhang, Zhiyuan and Li, Toby Jia-Jun and LC, Ray | 12/2021 | 0 | 1 | |
| Attention is all you need | article | Haute | Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez,... | 12/2016 | 0 | 2 |
Citations
0 articles
| Titre | Type | Pertinence | Auteurs | Date Publication | Références | Citations | Actions |
|---|---|---|---|---|---|---|---|
| Pas encore d'article | |||||||
Mots-clés