Peter Zhang — accepted AI-conference papers

2024

OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset

Allen G Roush, Yusuf Shabazz, Arvind Balaji, Peter Zhang, Stefano Mezza, Markus Zhang +3

NeurIPS 2024poster

We introduce OpenDebateEvidence, a comprehensive dataset for argument mining and summarization sourced from the American Competitive Debate community. This dataset includes over 3.5 million documents with rich metadata, making it one of the most extensive collections of debate evidence. OpenDebateEv…

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2023

Goal Driven Discovery of Distributional Differences via Language Descriptions

Ruiqi Zhong, Peter Zhang, Steve Li, Jinwoo Ahn, Dan Klein, Jacob Steinhardt

NeurIPS 2023poster

Exploring large corpora can generate useful discoveries but is time-consuming for humans. We formulate a new task, D5, that automatically discovers differences between two large corpora in a goal-driven way. The task input is a problem comprising a user-specified research goal (“*comparing…

Cited by 46 Source ↗PDF ↗Scholar ↗