Beyond Summarization: Designing AI Support for Real-World Expository
Writing Tasks

Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks

5 April 2023

Pao Siangliulue

Kyle Lo

Jeff Hammerbacher

Joseph Chee Chang

Papers citing "Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks"

17 / 17 papers shown

Title
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking Zekun Xi Wenbiao Yin Jizhan Fang Jialong Wu Runnan Fang N. Zhang Jiang Yong Pengjun Xie Fei Huang Huajun Chen SyDa LRM 114 7 0 21 Feb 2025
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations Yucheng Jiang Yijia Shao Dekun Ma Sina J. Semnani Monica S. Lam LLMAG 40 15 0 27 Aug 2024
No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size Ashok Urlana Charaka Vinayak Kumar B. Garlapati Ajeet Kumar Singh Rahul Mishra 43 1 0 21 Jul 2024
Aligning LLM Agents by Learning Latent Preference from User Edits Ge Gao Alexey Taymanov Eduardo Salinas Paul Mineiro Dipendra Kumar Misra LLMAG 37 27 0 23 Apr 2024
KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions Fangyuan Xu Kyle Lo Luca Soldaini Bailey Kuehl Eunsol Choi David Wadden 40 6 0 06 Mar 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 35 5 0 22 Feb 2024
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models Yijia Shao Yucheng Jiang Theodore A. Kanell Peter Xu Omar Khattab Monica S. Lam LLMAG KELM 44 35 0 22 Feb 2024
PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers Sheshera Mysore Zhuoran Lu Mengting Wan Longqi Yang Steve Menezes Tina Baghaee Emmanuel Barajas Gonzalez Jennifer Neville Tara Safavi RALM 32 35 0 15 Nov 2023
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs Philippe Laban Jesse Vig Marti A. Hearst Caiming Xiong Chien-Sheng Wu KELM 37 27 0 27 Sep 2023
Large Language Models on Wikipedia-Style Survey Generation: an Evaluation in NLP Concepts Fan Gao Hang Jiang Rui Yang Qingcheng Zeng Jinghui Lu Moritz Blum Dairui Liu Tianwei She Yuang Jiang Irene Z Li ELM ALM LM&MA 35 8 0 21 Aug 2023
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes Sharon Jiang Zejiang Shen Monica Agrawal Barbara D. Lam N. Kurtzman Steven Horng David R Karger David Sontag 33 5 0 09 Aug 2023
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews Mike DÁrcy Alexis Ross Erin Bransom Bailey Kuehl Jonathan Bragg Tom Hope Doug Downey KELM 32 21 0 21 Jun 2023
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 67 252 0 29 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,142 0 24 May 2022
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 110 170 0 14 Oct 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 54 47 0 12 Apr 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 301 1,616 0 18 Sep 2019