Search Results for author: Yucheng Jiang

Found 5 papers, 4 papers with code

Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

1 code implementation20 Dec 2024 Yijia Shao, Vinay Samuel, Yucheng Jiang, John Yang, Diyi Yang

Recent advancements in language models (LMs) have sparked growing interest in developing LM agents.

Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations

1 code implementation27 Aug 2024 Yucheng Jiang, Yijia Shao, Dekun Ma, Sina J. Semnani, Monica S. Lam

While language model (LM)-powered chatbots and generative search engines excel at answering concrete queries, discovering information in the terrain of unknown unknowns remains challenging for users.

Sentiment Analysis

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

2 code implementations22 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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