Search Results for author: Jeremiah Milbauer

Found 5 papers, 1 papers with code

Aligning Multidimensional Worldviews and Discovering Ideological Differences

no code implementations EMNLP 2021 Jeremiah Milbauer, Adarsh Mathew, James Evans

The Internet is home to thousands of communities, each with their own unique worldview and associated ideological differences.

Stereotype or Personalization? User Identity Biases Chatbot Recommendations

no code implementations8 Oct 2024 Anjali Kantharuban, Jeremiah Milbauer, Emma Strubell, Graham Neubig

We demonstrate that when people use large language models (LLMs) to generate recommendations, the LLMs produce responses that reflect both what the user wants and who the user is.

Chatbot

LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs

no code implementations19 Jul 2023 Tongshuang Wu, Haiyi Zhu, Maya Albayrak, Alexis Axon, Amanda Bertsch, Wenxing Deng, Ziqi Ding, Bill Guo, Sireesh Gururaja, Tzu-Sheng Kuo, Jenny T. Liang, Ryan Liu, Ihita Mandal, Jeremiah Milbauer, Xiaolin Ni, Namrata Padmanabhan, Subhashini Ramkumar, Alexis Sudjianto, Jordan Taylor, Ying-Jui Tseng, Patricia Vaidos, Zhijin Wu, Wei Wu, Chenyang Yang

We reflect on human and LLMs' different sensitivities to instructions, stress the importance of enabling human-facing safeguards for LLMs, and discuss the potential of training humans and LLMs with complementary skill sets.

LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction

no code implementations31 May 2023 Jeremiah Milbauer, Annie Louis, Mohammad Javad Hosseini, Alex Fabrikant, Donald Metzler, Tal Schuster

Transformer encoders contextualize token representations by attending to all other tokens at each layer, leading to quadratic increase in compute effort with the input length.

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