Search Results for author: Yucheng Jiang

Found 3 papers, 2 papers with code

Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models

1 code implementation22 Feb 2024 Yijia Shao, Yucheng Jiang, Theodore A. Kanell, Peter Xu, Omar Khattab, Monica S. Lam

We study how to apply large language models to write grounded and organized long-form articles from scratch, with comparable breadth and depth to Wikipedia pages.

Retrieval

Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts

1 code implementation12 Dec 2022 Yu Zhang, Yunyi Zhang, Martin Michalski, Yucheng Jiang, Yu Meng, Jiawei Han

Instead of mining coherent topics from a given text corpus in a completely unsupervised manner, seed-guided topic discovery methods leverage user-provided seed words to extract distinctive and coherent topics so that the mined topics can better cater to the user's interest.

Language Modelling Word Embeddings

Entity Set Co-Expansion in StackOverflow

no code implementations5 Dec 2022 Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han

Given a few seed entities of a certain type (e. g., Software or Programming Language), entity set expansion aims to discover an extensive set of entities that share the same type as the seeds.

graph construction Management

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