Search Results for author: Eric Yang

Found 5 papers, 1 papers with code

The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation

no code implementations25 Jul 2024 Eric Yang, Jonathan Amar, Jong Ha Lee, Bhawesh Kumar, Yugang Jia

In this work, we introduce Query-Based Retrieval Augmented Generation (QB-RAG), a novel approach that pre-computes a database of potential queries from a content base using LLMs.

Question Answering RAG +1

Event Detection from Social Media for Epidemic Prediction

1 code implementation2 Apr 2024 Tanmay Parekh, Anh Mac, Jiarui Yu, Yuxuan Dong, Syed Shahriar, Bonnie Liu, Eric Yang, Kuan-Hao Huang, Wei Wang, Nanyun Peng, Kai-Wei Chang

In our work, we pioneer exploiting Event Detection (ED) for better preparedness and early warnings of any upcoming epidemic by developing a framework to extract and analyze epidemic-related events from social media posts.

Event Detection

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